Christos Faloutsos

Christos Faloutsos's AcademicInfluence.com Rankings

Christos Faloutsos

Computer Science

#1584

World Rank

#1639

Historical Rank

#776

USA Rank

Data Mining

#13

World Rank

#13

Historical Rank

USA Rank

Machine Learning

#83

World Rank

#83

Historical Rank

#31

USA Rank

Database

#137

World Rank

#140

Historical Rank

#73

USA Rank

computer-science Degrees

Download Badge

Computer Science

Why Is Christos Faloutsos Influential?

(Suggest an Edit or Addition)

According to Wikipedia, Christos Faloutsos is a Greek computer scientist and a professor at Carnegie Mellon University. He has received the Presidential Young Investigator Award by the National Science Foundation , 22 best paper awards, and several teaching awards. He has served as a member of the executive committee of SIGKDD. He has published over 300 refereed articles, one monograph, and holds five patents. His research interests include data mining for streams and networks, fractals, indexing for multimedia and bio-informatics data bases, and performance.

(See a Problem?)

Christos Faloutsos's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

On power-law relationships of the Internet topology (1999) (4998)
Graph evolution: Densification and shrinking diameters (2006) (2488)
Graphs over time: densification laws, shrinking diameters and possible explanations (2005) (2483)
Cost-effective outbreak detection in networks (2007) (2339)
QBIC project: querying images by content, using color, texture, and shape (1993) (2262)
Efficient Similarity Search In Sequence Databases (1993) (2158)
The R+-Tree: A Dynamic Index for Multi-Dimensional Objects (1987) (1538)
R-MAT: A Recursive Model for Graph Mining (2004) (1232)
Sampling from large graphs (2006) (1210)
FastMap: a fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets (1995) (1194)
Fast Random Walk with Restart and Its Applications (2006) (1073)
Tensor Decomposition for Signal Processing and Machine Learning (2016) (1051)
Kronecker Graphs: An Approach to Modeling Networks (2008) (987)
LOCI: fast outlier detection using the local correlation integral (2003) (956)
Epidemic spreading in real networks: an eigenvalue viewpoint (2003) (905)
Efficient retrieval of similar time sequences under time warping (1998) (775)
Fast Time Sequence Indexing for Arbitrary Lp Norms (2000) (752)
PEGASUS: A Peta-Scale Graph Mining System Implementation and Observations (2009) (740)
Analysis of the Clustering Properties of the Hilbert Space-Filling Curve (2001) (740)
Fast subsequence matching in time-series databases (1994) (720)
Graph mining: Laws, generators, and algorithms (2006) (699)
Epidemic thresholds in real networks (2008) (695)
Hilbert R-tree: An Improved R-tree using Fractals (1994) (687)
GraphScope: parameter-free mining of large time-evolving graphs (2007) (639)
MindReader: Querying Databases Through Multiple Examples (1998) (599)
oddball: Spotting Anomalies in Weighted Graphs (2010) (544)
On packing R-trees (1993) (540)
The Morgan Kaufmann Series in Data Management Systems (1999) (526)
Beyond streams and graphs: dynamic tensor analysis (2006) (512)
Automatic multimedia cross-modal correlation discovery (2004) (503)
Efficiently supporting ad hoc queries in large datasets of time sequences (1997) (498)
Segmenting Motion Capture Data into Distinct Behaviors (2004) (480)
Efficient and effective Querying by Image Content (1994) (465)
Patterns of Cascading Behavior in Large Blog Graphs (2007) (443)
Streaming Pattern Discovery in Multiple Time-Series (2005) (422)
Power laws and the AS-level internet topology (2003) (418)
Fast discovery of connection subgraphs (2004) (417)
Opinion Fraud Detection in Online Reviews by Network Effects (2013) (412)
RolX: structural role extraction & mining in large graphs (2012) (412)
Netprobe: a fast and scalable system for fraud detection in online auction networks (2007) (410)
Signature files: an access method for documents and its analytical performance evaluation (1984) (403)
Efficient Sensor Placement Optimization for Securing Large Water Distribution Networks (2008) (399)
Why people hate your app: making sense of user feedback in a mobile app store (2013) (388)
Fast Nearest Neighbor Search in Medical Image Databases (1996) (384)
The TV-tree: An index structure for high-dimensional data (1994) (384)
Fractals for secondary key retrieval (1989) (382)
Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication (2005) (378)
Access methods for text (1985) (375)
Active Storage for Large-Scale Data Mining and Multimedia (1998) (371)
Neighborhood formation and anomaly detection in bipartite graphs (2005) (366)
Rise and fall patterns of information diffusion: model and implications (2012) (334)
Cascading Behavior in Large Blog Graphs (2007) (331)
Random walk with restart: fast solutions and applications (2008) (325)
DOULION: counting triangles in massive graphs with a coin (2009) (324)
Similarity Searching in Medical Image Databases (1997) (322)
Searching Multimedia Databases by Content (1996) (322)
Edge Weight Prediction in Weighted Signed Networks (2016) (315)
Tensors for Data Mining and Data Fusion (2016) (313)
CopyCatch: stopping group attacks by spotting lockstep behavior in social networks (2013) (310)
Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes (2000) (307)
Center-piece subgraphs: problem definition and fast solutions (2006) (305)
ANF: a fast and scalable tool for data mining in massive graphs (2002) (300)
Beyond uniformity and independence: analysis of R-trees using the concept of fractal dimension (1994) (298)
Fully automatic cross-associations (2004) (293)
GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries (2012) (289)
The New Jersey Data Reduction Report (1997) (283)
Prediction and indexing of moving objects with unknown motion patterns (2004) (279)
Fast best-effort pattern matching in large attributed graphs (2007) (273)
An Efficient Pictorial Database System for PSQL (1988) (272)
Anomaly detection in dynamic networks: a survey (2015) (271)
FRAUDAR: Bounding Graph Fraud in the Face of Camouflage (2016) (260)
Incremental tensor analysis: Theory and applications (2008) (259)
A survey of information retrieval and filtering methods (1995) (256)
Scalable modeling of real graphs using Kronecker multiplication (2007) (254)
It's who you know: graph mining using recursive structural features (2011) (254)
FTW: fast similarity search under the time warping distance (2005) (253)
REV2: Fraudulent User Prediction in Rating Platforms (2018) (246)
Active Disks for Large-Scale Data Processing (2001) (240)
Online data mining for co-evolving time sequences (2000) (235)
Stream Monitoring under the Time Warping Distance (2007) (229)
Gelling, and melting, large graphs by edge manipulation (2012) (229)
Click chain model in web search (2009) (229)
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (2013) (221)
DELTACON: A Principled Massive-Graph Similarity Function (2013) (220)
Threshold conditions for arbitrary cascade models on arbitrary networks (2011) (219)
Mobile call graphs: beyond power-law and lognormal distributions (2008) (215)
On the 'Dimensionality Curse' and the 'Self-Similarity Blessing' (2001) (214)
Fast Indexing and Visualization of Metric Data Sets using Slim-Trees (2002) (214)
Estimating the Selectivity of Spatial Queries Using the 'Correlation' Fractal Dimension (1995) (211)
Fast feature selection using fractal dimension (2010) (209)
Fast and Effective Retrieval of Medical Tumor Shapes (1998) (209)
Spotting Culprits in Epidemics: How Many and Which Ones? (2012) (206)
Parallel R-trees (1992) (206)
Data mining meets performance evaluation: fast algorithms for modeling bursty traffic (2002) (205)
Apolo: making sense of large network data by combining rich user interaction and machine learning (2011) (199)
Advanced Database Systems (1997) (188)
BRAID: stream mining through group lag correlations (2005) (187)
ParCube: Sparse Parallelizable Tensor Decompositions (2012) (187)
Analysis of object oriented spatial access methods (1987) (177)
Detecting Fraudulent Personalities in Networks of Online Auctioneers (2006) (177)
Storage device performance prediction with CART models (2004) (175)
Clustering very large multi-dimensional datasets with MapReduce (2011) (174)
CatchSync: catching synchronized behavior in large directed graphs (2014) (170)
V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors (2012) (169)
Declustering using fractals (1993) (167)
Using ghost edges for classification in sparsely labeled networks (2008) (166)
EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs (2009) (164)
Density biased sampling: an improved method for data mining and clustering (2000) (162)
DynaMMo: mining and summarization of coevolving sequences with missing values (2009) (158)
Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms (2010) (157)
Gray Codes for Partial Match and Range Queries (1988) (157)
Modeling Blog Dynamics (2009) (155)
Similarity search without tears: the OMNI-family of all-purpose access methods (2001) (154)
Designing Access Methods for Bitemporal Databases (1998) (153)
Parallel crawling for online social networks (2007) (150)
PEGASUS: mining peta-scale graphs (2011) (149)
On the Vulnerability of Large Graphs (2010) (149)
FALCON: Feedback Adaptive Loop for Content-Based Retrieval (2000) (148)
Identifying Web Browsing Trends and Patterns (2001) (144)
Polonium: Tera-Scale Graph Mining and Inference for Malware Detection (2011) (143)
Adaptive, Hands-Off Stream Mining (2003) (143)
Analysis of the reputation system and user contributions on a question answering website: StackOverflow (2013) (143)
TimeCrunch: Interpretable Dynamic Graph Summarization (2015) (141)
Winner takes all: competing viruses or ideas on fair-play networks (2012) (141)
Beyond 'Caveman Communities': Hubs and Spokes for Graph Compression and Mining (2011) (138)
SlashBurn: Graph Compression and Mining beyond Caveman Communities (2014) (136)
PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs (2012) (136)
Detecting insider threats in a real corporate database of computer usage activity (2013) (135)
The "DGX" distribution for mining massive, skewed data (2001) (134)
Auditing Compliance with a Hippocratic Database (2004) (132)
Weighted graphs and disconnected components: patterns and a generator (2008) (132)
EVENT DETECTION IN TIME SERIES OF MOBILE COMMUNICATION GRAPHS (2010) (131)
GBASE: a scalable and general graph management system (2011) (128)
MultiAspectForensics: Pattern Mining on Large-Scale Heterogeneous Networks with Tensor Analysis (2011) (127)
Bayesian Tensor Approach for 3-D Face Modeling (2008) (127)
Unsupervised modeling of object categories using link analysis techniques (2008) (127)
GCap: Graph-based Automatic Image Captioning (2004) (126)
Colibri: fast mining of large static and dynamic graphs (2008) (126)
Automatic image captioning (2004) (125)
Fast and reliable anomaly detection in categorical data (2012) (125)
VOG: Summarizing and Understanding Large Graphs (2014) (124)
HADI: Mining Radii of Large Graphs (2011) (124)
Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms (2011) (124)
Less is More: Compact Matrix Decomposition for Large Sparse Graphs (2007) (124)
TANGENT: a novel, 'Surprise me', recommendation algorithm (2009) (122)
Protein complex identification by supervised graph local clustering (2008) (121)
Description and performance analysis of signature file methods for office filing (1987) (120)
Multiattribute hashing using Gray codes (1986) (119)
AutoPlait: automatic mining of co-evolving time sequences (2014) (119)
Dynamics of large networks (2008) (119)
Design Considerations for a Message File Server (1984) (118)
Interacting viruses in networks: can both survive? (2012) (118)
Eecient Similarity Search in Sequence Databases (1993) (118)
ImageMap: An Image Indexing Method Based on Spatial Similarity (2002) (117)
FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop (2014) (117)
Compressed-domain video indexing techniques using DCT and motion vector information in MPEG video (1997) (116)
Deflating the dimensionality curse using multiple fractal dimensions (2000) (115)
Suspicious Behavior Detection: Current Trends and Future Directions (2016) (113)
HaTen2: Billion-scale tensor decompositions (2015) (113)
BIRDNEST: Bayesian Inference for Ratings-Fraud Detection (2015) (109)
A multiresolution symbolic representation of time series (2005) (108)
NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks (2013) (107)
Fast mining and forecasting of complex time-stamped events (2012) (105)
NetSimile: A Scalable Approach to Size-Independent Network Similarity (2012) (105)
Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation (2011) (105)
Surprising Patterns for the Call Duration Distribution of Mobile Phone Users (2010) (104)
DeltaCon: Principled Massive-Graph Similarity Function with Attribution (2016) (104)
RSC: Mining and Modeling Temporal Activity in Social Media (2015) (104)
Proximity Tracking on Time-Evolving Bipartite Graphs (2008) (103)
Fast direction-aware proximity for graph mining (2007) (102)
ThermoCast: a cyber-physical forecasting model for datacenters (2011) (101)
Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks (2019) (101)
RTG: a recursive realistic graph generator using random typing (2009) (100)
CoreScope: Graph Mining Using k-Core Analysis — Patterns, Anomalies and Algorithms (2016) (100)
Image indexing and retrieval based on human perceptual color clustering (1998) (99)
The A dynamic index for multidimensional ob-jects (1987) (98)
The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient (2007) (97)
Cascading Behavior in Large Blog Graphs Patterns and a model (2006) (95)
Com2: Fast Automatic Discovery of Temporal ('Comet') Communities (2014) (94)
Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective (2014) (94)
Spatial join selectivity using power laws (2000) (94)
SpotLight: Detecting Anomalies in Streaming Graphs (2018) (93)
Declustering Spatial Databases on a Multi-Computer Architecture (1996) (91)
SNARE: a link analytic system for graph labeling and risk detection (2009) (91)
Competing Memes Propagation on Networks: A Network Science Perspective (2013) (90)
On data mining, compression, and Kolmogorov complexity (2007) (89)
Robust Data-Driven State Estimation for Smart Grid (2017) (89)
Capturing the spatio-temporal behavior of real traffic data (2002) (89)
Link Mining: Models, Algorithms, and Applications (2014) (87)
A General Suspiciousness Metric for Dense Blocks in Multimodal Data (2015) (85)
Inferring Strange Behavior from Connectivity Pattern in Social Networks (2014) (84)
Network similarity via multiple social theories (2013) (84)
On multidimensional data and modern disks (2005) (83)
M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees (2016) (82)
Catching Synchronized Behaviors in Large Networks (2016) (82)
Signature Files (1992) (82)
A signature technique for similarity-based queries (1997) (81)
Less is More: Sparse Graph Mining with Compact Matrix Decomposition (2008) (81)
Similarity Searching in Large Image DataBases (1994) (81)
Standards for graph algorithm primitives (2014) (80)
Monitoring Network Evolution using MDL (2008) (80)
An environmental sensor network to determine drinking water quality and security (2003) (80)
Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining (1998) (79)
Node Immunization on Large Graphs: Theory and Algorithms (2016) (78)
Relevance search and anomaly detection in bipartite graphs (2005) (78)
FUNNEL: automatic mining of spatially coevolving epidemics (2014) (77)
Recovering Information from Summary Data (1997) (77)
Electricity Based External Similarity of Categorical Attributes (2003) (77)
Summarizing and understanding large graphs (2015) (75)
Signature files: design and performance comparison of some signature extraction methods (1985) (75)
Information Survival Threshold in Sensor and P2P Networks (2007) (75)
Flexible buffer allocation based on marginal gains (1991) (74)
HADI : Fast Diameter Estimation and Mining in Massive Graphs with Hadoop (2008) (73)
BBM: bayesian browsing model from petabyte-scale data (2009) (73)
Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point (2011) (73)
HoloScope: Topology-and-Spike Aware Fraud Detection (2017) (71)
Metric forensics: a multi-level approach for mining volatile graphs (2010) (71)
Parsimonious linear fingerprinting for time series (2010) (69)
Hierarchical, Parameter-Free Community Discovery (2008) (69)
The Connectivity and Fault-Tolerance of the Internet Topology (2001) (68)
Big graph mining: algorithms and discoveries (2013) (67)
VideoTrails: representing and visualizing structure in video sequences (1997) (65)
MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams (2019) (65)
Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations (2010) (65)
Efficiently spotting the starting points of an epidemic in a large graph (2013) (65)
Mining large graphs: Algorithms, inference, and discoveries (2011) (65)
DOT: A Spatial Access Method Using Fractals (1991) (64)
gbase: an efficient analysis platform for large graphs (2012) (64)
Outlier-robust clustering using independent components (2008) (64)
Finding patterns in blog shapes and blog evolution (2007) (64)
Patterns and anomalies in k-cores of real-world graphs with applications (2018) (63)
D-Cube: Dense-Block Detection in Terabyte-Scale Tensors (2017) (62)
Anomaly, event, and fraud detection in large network datasets (2013) (62)
Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition (2014) (62)
Graph-Based Fraud Detection in the Face of Camouflage (2017) (61)
Fractional Immunization in Networks (2013) (61)
Signature-Based Text Retrieval Methods: A Survey (1990) (61)
Graph Mining: Laws, Tools, and Case Studies (2012) (60)
Predictive Load Control for Flexible Buffer Allocation (1991) (60)
CoBaFi: collaborative bayesian filtering (2014) (60)
Fast Text Access Methods for Optical and Large Magnetic Disks: Designs and Performance Comparison (1988) (59)
Flexible and Adaptable Buffer Management Techniques for Database Management Systems (1995) (59)
Linearized and Single-Pass Belief Propagation (2014) (58)
Modeling Skewed Distribution Using Multifractals and the '80-20' Law (1996) (58)
RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs (2008) (57)
Statistical Properties of Social Networks (2011) (57)
HCDF: A Hybrid Community Discovery Framework (2010) (57)
Robust multivariate autoregression for anomaly detection in dynamic product ratings (2014) (56)
Design and Performance Considerations for an Optical Disk-Based, Multimedia Object Server (1986) (56)
Detecting anomalies in dynamic rating data: a robust probabilistic model for rating evolution (2014) (55)
Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x (2014) (55)
Robust information-theoretic clustering (2006) (55)
Frame-Sliced Signature Files (1992) (55)
Self-spacial join selectivity estimation using fractal concepts (1998) (55)
Spectral counting of triangles via element-wise sparsification and triangle-based link recommendation (2011) (54)
Polonium: Tera-Scale Graph Mining for Malware Detection (2013) (54)
HEigen: Spectral Analysis for Billion-Scale Graphs (2014) (54)
F4: large-scale automated forecasting using fractals (2002) (53)
Example-based robust outlier detection in high dimensional datasets (2005) (53)
GRAPHITE: A Visual Query System for Large Graphs (2008) (53)
Access Methods for Bi-Temporal Databases (1995) (53)
Design of a Signature File Method that Accounts for Non-Uniform Occurrence and Query Frequencies (1985) (53)
A fast and effective method to find correlations among attributes in databases (2007) (53)
DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams (2017) (53)
Data mining on an OLTP system (nearly) for free (2000) (52)
Recommending People in Developers' Collaboration Network (2011) (52)
Using Utility to Provision Storage Systems (2008) (52)
QBISM: extending a DBMS to support 3D medical images (1994) (52)
EdgeCentric: Anomaly Detection in Edge-Attributed Networks (2015) (52)
Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees (2000) (51)
On B-Tree Indices for Skewed Distributions (1992) (51)
The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities (2015) (51)
TensorSplat: Spotting Latent Anomalies in Time (2012) (50)
BoLeRO: a principled technique for including bone length constraints in motion capture occlusion filling (2010) (50)
Automatic mining of fruit fly embryo images (2006) (50)
Quantifiable data mining using ratio rules (2000) (50)
Large human communication networks: patterns and a utility-driven generator (2009) (49)
Pegasus: Mining billion-scale graphs in the cloud (2012) (48)
ZooBP: Belief Propagation for Heterogeneous Networks (2017) (48)
Competing memes propagation on networks: a case study of composite networks (2012) (48)
Spotting Suspicious Behaviors in Multimodal Data: A General Metric and Algorithms (2016) (48)
Interestingness-Driven Diffusion Process Summarization in Dynamic Networks (2014) (47)
Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach (2019) (47)
A Multimedia Office Filing System (1983) (47)
GMine: a system for scalable, interactive graph visualization and mining (2006) (47)
Spotting misbehaviors in location-based social networks using tensors (2014) (47)
Disk Allocation Methods Using Error Correcting Codes (1991) (47)
Multidimensional Access Methods: Trees Have Grown Everywhere (1997) (47)
Inferring lockstep behavior from connectivity pattern in large graphs (2016) (47)
SedanSpot: Detecting Anomalies in Edge Streams (2018) (47)
Analysis of the n-Dimensional Quadtree Decomposition for Arbitrary Hyperectangles (1997) (47)
Data-driven evolution of data mining algorithms (2002) (46)
Two heads better than one: pattern discovery in time-evolving multi-aspect data (2008) (46)
QBISM: A Prototype 3-D Medical Image Database System (1993) (46)
Retweeting Activity on Twitter: Signs of Deception (2015) (46)
VideoCube: A Novel Tool for Video Mining and Classification (2002) (45)
Mining Connection Pathways for Marked Nodes in Large Graphs (2013) (45)
Translation Invariant Word Embeddings (2015) (44)
Mining and Forecasting of Big Time-Series Data (2015) (44)
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types (2020) (44)
MalSpot: Multi2 Malicious Network Behavior Patterns Analysis (2014) (43)
Cross-Outlier Detection (2003) (43)
Eigen-Optimization on Large Graphs by Edge Manipulation (2016) (43)
Declustering using error correcting codes (1989) (43)
Proceedings of the 1999 ACM SIGMOD international conference on Management of data (1999) (43)
S-HOT: Scalable High-Order Tucker Decomposition (2017) (43)
Quantifying Reciprocity in Large Weighted Communication Networks (2012) (43)
Forecasting Big Time Series: Old and New (2018) (42)
Beyond Sigmoids: The NetTide Model for Social Network Growth, and Its Applications (2016) (41)
Patterns on the Connected Components of Terabyte-Scale Graphs (2010) (41)
Hybrid Index Organizations for Text Databases (1992) (41)
OBE: Outlier by Example (2004) (41)
Beyond Outlier Detection: LookOut for Pictorial Explanation (2018) (40)
Fast Robustness Estimation in Large Social Graphs: Communities and Anomaly Detection (2012) (40)
Analytical results on the quadtree decomposition of arbitrary rectangles (1992) (40)
ViVo: visual vocabulary construction for mining biomedical images (2005) (40)
How to improve the pruning ability of dynamic metric access methods (2002) (40)
Analysis of n-Dimensional Quadtrees using the Hausdorff Fractal Dimension (1996) (40)
Optimal signature extraction and information loss (1987) (39)
TribeFlow: Mining & Predicting User Trajectories (2015) (39)
BGP-lens: patterns and anomalies in internet routing updates (2009) (39)
Power-Laws and the AS-level Internet (2003) (39)
Future Directions in Tensor-Based Computation and Modeling (2009) (39)
LinkNBed: Multi-Graph Representation Learning with Entity Linkage (2018) (38)
Net-Ray: Visualizing and Mining Billion-Scale Graphs (2014) (38)
Tri-plots: scalable tools for multidimensional data mining (2001) (37)
I/O complexity for range queries on region data stored using an R-tree (1999) (37)
OPAvion: mining and visualization in large graphs (2012) (37)
FMDistance: A Fast and Effective Distance Function for Motion Capture Data (2008) (37)
Toward a Comprehensive Model in Internet Auction Fraud Detection (2008) (37)
Beyond Blocks: Hyperbolic Community Detection (2014) (37)
Mining billion-scale tensors: algorithms and discoveries (2016) (36)
Adaptive, unsupervised stream mining (2004) (36)
SPEX2: automated concise extraction of spatial gene expression patterns from Fly embryo ISH images (2010) (35)
Fast estimation of fractal dimension and correlation integral on stream data (2005) (35)
Detecting suspicious following behavior in multimillion-node social networks (2014) (35)
Fast efficient and scalable Core Consistency Diagnostic for the parafac decomposition for big sparse tensors (2015) (35)
ND-Sync: Detecting Synchronized Fraud Activities (2015) (34)
Fraud Detection in Electronic Auction (2005) (34)
The self-feeding process: a unifying model for communication dynamics in the web (2013) (34)
Overlay Striping and Optimal Parallel I/O for Modern Applications (1998) (34)
Forecasting in the NBA and other team sports: Network effects in action (2012) (34)
Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter (2014) (33)
Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm (2017) (33)
The Many Faces of Link Fraud (2017) (33)
Relaxing the Uniformity and Independence Assumptions Using the Concept of Fractal Dimension (1997) (32)
Visualization of large networks with min-cut plots, A-plots and R-MAT (2007) (32)
PIN-TRUST: Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information (2016) (32)
Collective Multi-type Entity Alignment Between Knowledge Graphs (2020) (32)
P-Companion: A Principled Framework for Diversified Complementary Product Recommendation (2020) (31)
ParCube: Sparse Parallelizable CANDECOMP-PARAFAC Tensor Decomposition (2015) (31)
Inference of Beliefs on Billion-Scale Graphs (2010) (31)
Spatio-temporal mining of software adoption & penetration (2013) (31)
AWSOM: Adaptive, Hands-Off Stream Mining (2003) (31)
Topological properties of robust biological and computational networks (2014) (31)
Tailoring click models to user goals (2009) (31)
Got the Flu (or Mumps)? Check the Eigenvalue! (2010) (31)
Incorporating String Search in a Hypertext System: User Interface and Signature File Design Issues (1990) (31)
Approximate temporal aggregation (2004) (30)
If walls could talk: Patterns and anomalies in Facebook wallposts (2015) (30)
InteMon: continuous mining of sensor data in large-scale self-infrastructures (2006) (29)
CAMLP: Confidence-Aware Modulated Label Propagation (2016) (29)
MMSS: multi-modal story-oriented video summarization (2004) (29)
Large Graph Analysis in the GMine System (2015) (29)
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003 (2003) (29)
Top-N recommendation through belief propagation (2012) (29)
Time series analysis with multiple resolutions (2010) (28)
Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG (2013) (28)
RIC: Parameter-free noise-robust clustering (2007) (28)
Active Disk Architecture for Databases (2000) (28)
A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP) (2014) (28)
Distributed Pattern Discovery in Multiple Streams (2006) (28)
Analysis of Large Multi-modal Social Networks: Patterns and a Generator (2010) (28)
Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems (2020) (27)
PowerCast: Mining and Forecasting Power Grid Sequences (2017) (27)
Modeling Website Popularity Competition in the Attention-Activity Marketplace (2014) (26)
Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining (2018) (26)
Perseus: An Interactive Large-Scale Graph Mining and Visualization Tool (2015) (26)
NetCube: A Scalable Tool for Fast Data Mining and Compression (2001) (26)
RainMon: an integrated approach to mining bursty timeseries monitoring data (2012) (25)
Developing high-level representations of video clips using VideoTrails (1997) (25)
Efficient processing of complex similarity queries in RDBMS through query rewriting (2006) (25)
Large Scale Tensor Decompositions: Algorithmic Developments and Applications (2013) (25)
Spectral Counting of Triangles in Power-Law Networks via Element-Wise Sparsification (2009) (25)
RolX: Role Extraction and Mining in Large Networks (2011) (25)
Bayesian Browsing Model: Exact Inference of Document Relevance from Petabyte-Scale Data (2010) (24)
Finding Clusters in subspaces of very large, multi-dimensional datasets (2010) (24)
Connection Subgraphs in Social Networks (2004) (24)
Analysis of Range Queries and Self-Spatial Join Queries on Real Region Datasets Stored Using an R-Tree (2000) (24)
Indexing of Multimedia Data (1997) (24)
Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries (2014) (24)
InteMon: intelligent system monitoring on large clusters (2006) (24)
"GeoPlot": spatial data mining on video libraries (2002) (23)
An analysis on information diffusion through BlogCast in a blogosphere (2015) (23)
AutoBlock: A Hands-off Blocking Framework for Entity Matching (2019) (23)
Quantifiable data mining using principal component analysis (1997) (23)
Come-and-Go Patterns of Group Evolution: A Dynamic Model (2016) (23)
How to Use the Fractal Dimension to Find Correlations between Attributes (2002) (23)
An adaptive two-phase approach to WiFi location sensing (2006) (23)
Tools for large graph mining (2005) (23)
Forecasting Big Time Series: Theory and Practice (2019) (22)
On Power Law Growth of Social Networks (2018) (22)
ValuePick: Towards a Value-Oriented Dual-Goal Recommender System (2010) (22)
EX3: Explainable Attribute-aware Item-set Recommendations (2021) (22)
Graph Mining: Laws and Generators (2010) (22)
PEGASUS: A Peta-Scale Graph Mining System (2009) (22)
Online latent variable detection in sensor networks (2005) (22)
Automated Learning and Discovery State-of-the-Art and Research Topics in a Rapidly Growing Field (1999) (22)
Mining large time-evolving data using matrix and tensor tools (2007) (22)
Apolo: interactive large graph sensemaking by combining machine learning and visualization (2011) (21)
OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation (2015) (21)
Quantifying Structural Patterns of Information Cascades (2017) (21)
Food Web (2021) (21)
Measuring Evolving Data Streams’ Behavior through Their Intrinsic Dimension (2006) (21)
PEGASUS : Mining PetaScale Graphs (2009) (21)
Food Web (2021) (21)
A linear-time approximation of the earth mover's distance (2011) (21)
Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams (2020) (21)
DETECTING SEMANTIC ANOMALIES IN TRUCK WEIGH-IN-MOTION TRAFFIC DATA USING DATA MINING (2004) (21)
Non-Linear Mining of Competing Local Activities (2016) (21)
Parameter-free spatial data mining using MDL (2005) (21)
Graph-Based User Behavior Modeling: From Prediction to Fraud Detection (2015) (20)
BeatLex: Summarizing and Forecasting Time Series with Patterns (2017) (20)
Fraud Detection through Graph-Based User Behavior Modeling (2015) (20)
The eBay graph: How do online auction users interact? (2008) (20)
Fast mining of complex time-stamped events (2008) (20)
F-Trail: Finding Patterns in Taxi Trajectories (2013) (20)
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision (2020) (20)
Similarity searching in large image database (1994) (20)
A novel optimization approach to efficiently process aggregate similarity queries in metric access methods (2008) (20)
Individual and Collective Graph Mining: Principles, Algorithms, and Applications (2017) (20)
SuperGraph Visualization (2006) (20)
Mining large graphs and streams using matrix and tensor tools (2007) (20)
Modeling Temporal Activity to Detect Anomalous Behavior in Social Media (2017) (19)
The R+ - tree : A Dynamic Index for Multi - dimensional Data (1987) (19)
cient Similarity Search In Sequence Databases (2004) (19)
TensorCast : Forecasting with Context using Coupled Tensors (2017) (19)
Anomaly Detection in Large Graphs (2020) (19)
CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors (2016) (19)
Large Scale Graph Mining and Inference for Malware Detection (2011) (19)
AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases (2004) (19)
Estimating robustness in large social graphs (2015) (19)
Bayesian tensor analysis (2008) (19)
Recovering latent time-series from their observed sums: network tomography with particle filters. (2004) (18)
Halite: Fast and Scalable Multiresolution Local-Correlation Clustering (2013) (18)
Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis (2016) (18)
Signature files: An integrated access method for text and attributes, suitable for optical disk storage (1988) (18)
Compact Similarity Joins (2008) (18)
Graphs Over Time: Densification and Shrinking Diameters (2006) (18)
Information filtering and retrieval: overview, issues and directions (1994) (18)
FairJudge: Trustworthy User Prediction in Rating Platforms (2017) (18)
VideoGraph: a new tool for video mining and classification (2001) (18)
EyeQual: Accurate, Explainable, Retinal Image Quality Assessment (2017) (18)
Enhanced max margin learning on multimodal data mining in a multimedia database (2007) (18)
Machine Beats Experts: Automatic Discovery of Skill Models for Data-Driven Online Courseware Refinement (2015) (18)
TWave: High-order analysis of functional MRI (2011) (18)
Bit-Sliced Signature Files for Very Large Text Databases an a Parallel Machine Architecture (1994) (17)
Classical and Contemporary Approaches to Big Time Series Forecasting (2019) (17)
Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments (2014) (17)
Location based Social Network analysis using Tensors and Signal Processing tools (2015) (17)
Unsupervised modeling and recognition of object categories with combination of visual contents and geometric similarity links (2008) (17)
Dimensionality Reduction and Forecasting on Streams (2007) (17)
Linear load model for robust power system analysis (2017) (17)
A Contrast Metric for Fraud Detection in Rich Graphs (2019) (16)
Example-Based Outlier Detection for High Dimensional Datasets (2005) (16)
Accurate Modeling of Region Data (2001) (16)
TensorCast: Forecasting with Context Using Coupled Tensors (Best Paper Award) (2017) (16)
The Evolution of the Internet : Topology and Routing (16)
Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria (2007) (16)
Quest: a project on database mining (1994) (16)
Laziness is a Virtue: Motion Stitching Using Effort Minimization (2008) (16)
Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity (2017) (16)
Fast Feature Selection using Fractal Dimension - Ten Years Later (2010) (16)
Facebook wall posts: a model of user behaviors (2017) (16)
StreamCast: Fast and Online Mining of Power Grid Time Sequences (2018) (16)
Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams (2018) (15)
H-Fuse: Efficient Fusion of Aggregated Historical Data (2017) (15)
Evaluating the intrinsic dimension of evolving data streams (2006) (15)
Proceedings of the first workshop on Online social networks (2008) (15)
diagnosing performance changes by comparing request Flows (15)
AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust Tensor Factorization (2017) (15)
Laws of Graph Evolution: Densification and Shrinking Diameters (2006) (15)
Semi-Supervised Learning Based on Semiparametric Regularization (2008) (15)
Human Dynamics in Large Communication Networks (2011) (15)
Efficient Distribution Mining and Classification (2008) (15)
Fast Searching by Content in Multimedia Databases (1995) (14)
VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume (2017) (14)
A 3D medical image database management system. (1996) (14)
Data Visualization in RDBMS (2002) (14)
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data (2019) (14)
TourViz: interactive visualization of connection pathways in large graphs (2012) (14)
Tri-cell-a data structure for spatial objects (1989) (14)
Fast anomaly detection despite the duplicates (2013) (14)
Outlier detection by example (2011) (14)
MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals (2020) (13)
Fractal dimension and vector quantization (2004) (13)
Making Sense of Large Network Data : Combining Rich User Interaction and Machine Learning (2011) (13)
The power-method: a comprehensive estimation technique for multi-dimensional queries (2003) (13)
Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG Model (2013) (13)
A Max Margin Framework on Image Annotation and Multimodal Image Retrieval (2007) (13)
FastCARS: fast, correlation-aware sampling for network data mining (2002) (12)
AutoAudit: Mining Accounting and Time-Evolving Graphs (2020) (12)
Dimensionality Reduction and Filtering on Time Series Sensor Streams (2013) (12)
Fast and effective similarity search in medical tumor databases using morphology (1996) (12)
Multimedia indexing over the Web (1997) (12)
An Intrinsic Graphical Signature Based on Alert Correlation Analysis for Intrusion Detection (2010) (12)
Constructing seminal paper genealogy (2011) (12)
HeartCast: Predicting acute hypotensive episodes in intensive care units (2016) (12)
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off (2020) (12)
Provably Robust Node Classification via Low-Pass Message Passing (2020) (12)
Informed Prefetching of Collective Input/Output Requests (1999) (12)
Nonlinear Dynamics of Information Diffusion in Social Networks (2017) (12)
Did We Get It Right? Predicting Query Performance in e-Commerce Search (2018) (12)
Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps (2008) (11)
Managing and mining large graphs: patterns and algorithms (2012) (11)
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs (2022) (11)
Trends and Patterns of WWW Browsing Behavior (2000) (11)
Discovery of “comet” communities in temporal and labeled graphs Com$$^2$$2 (2016) (11)
Data-driven topology estimation (2014) (11)
A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes (2005) (11)
Higher-Order Label Homogeneity and Spreading in Graphs (2020) (11)
BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals (2017) (11)
Universal and Distinct Properties of Communication Dynamics (2014) (11)
Packed R-trees Using Fractals (1998) (11)
Selectivity estimation of Window queries for line segment datasets (1998) (11)
Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization (2013) (11)
Information Propagation and Network Evolution on the Web (2007) (11)
Fundamentals of Scheduling and Performance of Video Tape Libraries (2002) (11)
Mining Online Music Listening Trajectories (2016) (10)
ShatterPlots: Fast Tools for Mining Large Graphs (2009) (10)
Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii (2007) (10)
A Multimedia Document Server (1986) (10)
Gateway finder in large graphs: problem definitions and fast solutions (2012) (10)
Think Before You Discard: Accurate Triangle Counting in Graph Streams with Deletions (2018) (10)
Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs (2008) (10)
AutoLag: automatic discovery of lag correlations in stream data (2005) (10)
Sensor Data Mining: Similarity Search and Pattern Analysis (2002) (10)
On automatic filtering of multilingual texts (1994) (10)
On Constructing Seminal Paper Genealogy (2014) (10)
Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe) (2017) (10)
TensorCast: Forecasting Time-Evolving Networks with Contextual Information (2018) (10)
SMF: Drift-Aware Matrix Factorization with Seasonal Patterns (2019) (10)
An Architecture for High Performance Engineering Information Systems (1991) (10)
FastStep: Scalable Boolean Matrix Decomposition (2016) (10)
Fast Monitoring Proximity and Centrality on Time‐evolving Bipartite Graphs (2008) (9)
QMAS: Querying, Mining and Summarization of Multi-modal Databases (2010) (9)
Mining Big Time-series Data on the Web (2016) (9)
iPoG: fast interactive proximity querying on graphs (2009) (9)
Temporal locality-aware sampling for accurate triangle counting in real graph streams (2020) (9)
Influence Propagation: Patterns, Model and a Case Study (2014) (9)
Social Influence Based Clustering of Heterogeneous Information Networks (2013) (9)
TellTail: Fast Scoring and Detection of Dense Subgraphs (2020) (9)
Graph Patterns and the R‐Mat Generator (2006) (9)
Database techniques with motion capture (2007) (9)
On Summarizing Large-Scale Dynamic Graphs (2017) (9)
The Power of Certainty: A Dirichlet-Multinomial Model for Belief Propagation (2017) (9)
Principled Neuro-Functional Connectivity Discovery (2015) (9)
PaCK: Scalable parameter-free clustering on K-partite graphs (2009) (8)
INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection (2021) (8)
TensorCast: forecasting and mining with coupled tensors (2019) (8)
SDREGION: Fast Spotting of Changing Communities in Biological Networks (2018) (8)
Obfuscated malicious JavaScript detection by Causal Relations Finding (2011) (8)
SportsNetRank: Network- based Sports Team Ranking (2016) (8)
Fast and effective distribution-key recommendation for amazon redshift (2020) (8)
Trust prediction using positive, implicit, and negative information (2014) (8)
Graph Mining Techniques: Focusing on discriminating between real and synthetic graphs (2011) (8)
Multimedia Queries by Example and Relevance Feedback (2001) (8)
SocNL: Bayesian Label Propagation with Confidence (2015) (8)
Data Mining Meets HCI: Making Sense of Large Graphs (2012) (8)
Weighted Graphs and Disconnected Components (2008) (8)
Axiomatic Analysis of Co-occurrence Similarity Functions (2012) (8)
Dynamic Graph-Based Anomaly Detection in the Electrical Grid (2020) (8)
GridWatch: Sensor Placement and Anomaly Detection in the Electrical Grid (2018) (8)
SBAD: Sequence Based Attack Detection via Sequence Comparison (2010) (7)
Fraud Detection Using Social Network Analysis: A Case Study (2018) (7)
Understanding and Managing Cascades on Large Graphs (2012) (7)
Large graph mining: patterns, cascades, fraud detection, and algorithms (2014) (7)
Botnet Detection by Abnormal IRC Traffic Analysis (2009) (7)
zooRank: Ranking Suspicious Entities in Time-Evolving Tensors (2017) (7)
Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data (2003) (7)
“Infect-me-not”: A user-centric and site-centric study of web-based malware (2016) (7)
Fast Algorithms for Mining Co-evolving Time Series (2011) (7)
Indexing multimedia databases (1995) (7)
Expert Database Systems: Efficient Support for Engineering Environments (1988) (7)
Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments (2014) (7)
Social-Affiliation Networks: Patterns and the SOAR Model (2018) (7)
Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites (2016) (7)
Patterns in Interactive Tagging Networks (2015) (7)
NimbleCore: A space-efficient external memory algorithm for estimating core numbers (2016) (7)
HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data (2018) (7)
BASSET: Scalable Gateway Finder in Large Graphs (2010) (7)
Monitoring Manhattan's traffic at 5 intersections? (2016) (7)
SpotLight (2018) (7)
Cross-Modal Correlation Mining Using Graph Algorithms (2007) (6)
Contrastive Entity Linkage: Mining Variational Attributes from Large Catalogs for Entity Linkage (2020) (6)
Graph mining: laws, generators and tools (2008) (6)
MultiAspectForensics: mining large heterogeneous networks using tensor (2012) (6)
Power-Hop: A Pervasive Observation for Real Complex Networks (2016) (6)
SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA (1999) (6)
Intelligent system monitoring on large clusters (2006) (6)
Branch and Border: Partition-Based Change Detection in Multivariate Time Series (2019) (6)
Structural patterns of information cascades and their implications for dynamics and semantics (2017) (6)
Scalable community discovery from multi-faceted graphs (2015) (6)
Unsupervised Tensor Mining for Big Data Practitioners (2016) (6)
PNP: Fast Path Ensemble Method for Movie Design (2016) (6)
Modeling tumor progression via the comparison of stage-specific graphs. (2018) (6)
Feature Normalization for Video Indexing and Retrieval (1996) (6)
Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning (2016) (6)
MidiFind : Fast and Effective Similarity Searching in Large MIDI databases (2013) (6)
Design and Implementation of QBISM, a 3D Medical Image Database System (1996) (6)
Data Mining in Large Sets of Complex Data (2013) (6)
Access Methods for Documents (1985) (5)
Fraud Detection in Comparison-Shopping Services: Patterns and Anomalies in User Click Behaviors (2017) (5)
Non-binary information propagation: Modeling BGP routing churn (2011) (5)
Indexing and mining streams (2004) (5)
ChangeDAR: Online Localized Change Detection for Sensor Data on a Graph (2018) (5)
Top-10 Data Mining Case Studies (2012) (5)
OEC: Open-Ended Classification for Future-Proof Link-Fraud Detection (2017) (5)
EigenDiagnostics: Spotting Connection Patterns and Outliers in Large Graphs (2010) (5)
CGC: Contrastive Graph Clustering forCommunity Detection and Tracking (2022) (5)
J-Recs: Principled and Scalable Recommendation Justification (2020) (5)
WindMine: Fast and Effective Mining of Web-click Sequences (2011) (5)
C-DEM: a multi-modal query system for Drosophila Embryo databases (2008) (5)
An Efficient Pictorial Database System (1988) (5)
Making every bit count: fast nonlinear axis scaling (2002) (5)
NetCube: Fast, Approximate Database Queries Using Bayesian Networks (2009) (5)
Disk-based Matrix Completion for Memory Limited Devices (2018) (5)
Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities (2017) (5)
Mining and modeling real-world networks: patterns, anomalies, and tools (2012) (5)
Active Disk Architecture for Databases (CMU-CS-00-145) (2000) (5)
Smartphone viruses propagation on heterogeneous composite networks (2013) (5)
Modeling skewed distributions using multifractals and the W-20 law ’ (1996) (5)
Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series (2021) (5)
Automated Assistance for Eliciting User Expectations (2004) (5)
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times (2014) (5)
ParCube (2015) (5)
ONE-M: Modeling the Co-evolution of Opinions and Network Connections (2018) (5)
TSum: fast, principled table summarization (2013) (5)
SigSpot: mining significant anomalous regions from time-evolving networks (abstract only) (2012) (4)
On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries (2016) (4)
Ares: Automatic Disaggregation of Historical Data (2018) (4)
comeNgo (2017) (4)
Sub-Pattern Matching (1998) (4)
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision (2022) (4)
MassExodus: modeling evolving networks in harsh environments (2015) (4)
Graph Mining Techniques for Social Media Analysis (2008) (4)
Large Graph Mining: Patterns, Tools and Case Studies (2009) (4)
"GeoPlot" (2002) (4)
Storage Device Performance Prediction with CART Models (Extended Abstract) (2004) (4)
EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale Networks (2012) (4)
Future directions in data mining: streams, networks, self-similarity and power laws (2002) (4)
Gen2Out: Detecting and Ranking Generalized Anomalies (2021) (4)
Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection (2019) (4)
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics (2013) (4)
Data mining on large graphs (2002) (4)
MMSS : graph-based multi-modal story-oriented video summarization and retrieval (2004) (4)
comeNgo: A Dynamic Model for Social Group Evolution (2017) (4)
EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection (2021) (4)
Turbo‐SMT: Parallel coupled sparse matrix‐Tensor factorizations and applications (2016) (4)
DeltaCon (2016) (4)
LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from Any Detector (2017) (4)
CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams (2018) (4)
Real-Time Streaming Anomaly Detection in Dynamic Graphs (2020) (4)
Indexing Values in Continuous Field Databases (2002) (4)
PArallel RAndomly COMPressed Cubes ( PARACOMP ) : A Scalable Distributed Architecture for Big Tensor Decomposition (2014) (3)
Mining Tera-Scale Graphs with "Pegasus": Algorithms and Discoveries (2014) (3)
HADI (2011) (3)
TWave: High-Order Analysis of Spatiotemporal Data (2010) (3)
Experimental investigation of high performance cognitive and interactive text filtering (1995) (3)
Impact of Load Models on Power Flow Optimization (2019) (3)
Fast algorithms for time series mining (2010) (3)
WebHound: a data-driven intrusion detection from real-world web access logs (2019) (3)
Autonomous graph mining algorithm search with best performance trade-off (2022) (3)
Mixed Membership Subspace Clustering (2013) (3)
Research issues in protein location image databases (2005) (3)
Spatial Query Estimation without the Local Uniformity Assumption (2006) (3)
MidiFind: Similarity Search and Popularity Mining in Large MIDI Databases (2013) (3)
DiSLR: Distributed Sampling with Limited Redundancy For Triangle Counting in Graph Streams (2018) (3)
On the Scalability and Adaptability for Multimodal Retrieval and Annotation (2007) (3)
Fast Anomaly Discovery Given Duplicates (2012) (3)
Eliciting User Expectations for Data Behavior via Invariant Templates (2003) (3)
Reading Material (2007) (3)
Detecting Group Anomalies in Tera-Scale Multi-Aspect Data via Dense-Subtensor Mining (2021) (3)
EigenBot: foiling spamming botnets with matrix algebra (2012) (3)
Fast Approximation of the “ Neighbourhood ” Function for Massive Graphs (2001) (3)
Stream Processing under the Dynamic Time Warping Distance (2007) (3)
Islands and Bridges: Making Sense of Marked Nodes in Large Graphs ? (2013) (3)
EVOLUTION DATA MINING (2002) (3)
Mobile Phone Graph Evolution: Findings, Model and Interpretation (2011) (3)
Informedia: Lessons from a Terabyte+, Operational, Digital Video Database System (1998) (3)
Storage Device Performance Prediction with CART Models (CMU-PDL-04-103) (2004) (3)
Signature files: an access method for textual messages (1986) (2)
Skew-Resistant Graph Partitioning (2017) (2)
AutoKnow (2020) (2)
Summary of Tutorials at The Web Conference 2021 (2021) (2)
Fractional Immunization in Hospital-transfer Graphs (2011) (2)
Mining and querying multimedia data (2011) (2)
Fast Time Sequence Indexing for Arbitrary L P Norms Fast Time Sequence Indexing for Arbitrary L P Norms (2009) (2)
Efficient Parallel Learning of Hidden Markov Chain Models on SMPs (2010) (2)
Analysis of the clustering of Peano curves (1991) (2)
Parameter pattern discovery in nonlinear dynamic model for EEGs analysis. (2016) (2)
High-order concept discovery in functional brain imaging (2010) (2)
An Artificial Pictorial Database System for PQSL (1988) (2)
Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs (2012) (2)
Social networks: looking ahead (2008) (2)
F4 (2002) (2)
Eecient Similarity S E a R C H in Sequence Databases (1993) (2)
VoidWiz: Resolving incompleteness using network effects (2014) (2)
Fast Discovery of Group Lag Correlations in Streams (2010) (2)
TRAFFICVIS: Fighting Human Trafficking through Visualization (2021) (2)
Real-Time Anomaly Detection in Edge Streams (2020) (2)
M3A: Model, MetaModel and Anomaly Detection for Inter-arrivals of Web Searches and Postings (2017) (2)
Detecting anomalies in dynamic rating data (2014) (2)
Community Evolution and Change Point Detection in Time-Evolving Graphs (2010) (2)
Experimenting with Pattern-Matching Algorithms (1996) (2)
Mining Billion-node Graphs: Patterns, Generators and Tools (2010) (2)
BlogCast effect on information diffusion in a blogosphere (2011) (2)
Accurate Approximation of the Earth Mover’s Distance in Linear Time (2014) (2)
Homerun (2018) (2)
Automated modeling and nonlinear axis scaling (2005) (2)
GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series (2017) (2)
Structural Analysis of Large Networks: Observations and Applications (2010) (2)
Spectral analysis of a blogosphere (2011) (2)
PowerScope: Early Event Detection and Identification in Electric Power Systems (2014) (2)
M3A: Model, MetaModel, and Anomaly Detection in Web Searches (2016) (2)
Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions (2010) (2)
Mining Billion-Scale Graphs : Patterns and Algorithms (2012) (2)
Analysis for the end of block wasted space (1990) (2)
On Detecting Frauds in Comparison-Shopping Services (2017) (2)
Mining Time Series Data (2005) (2)
SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections (2009) (2)
Speed up of data-driven state estimation using low-complexity indexing method (2014) (2)
QUEST--Query Environment for Science Teaching (2012) (1)
KDD 2017 Tutorial : Data-Driven Approaches towards Malicious Behavior Modeling (2017) (1)
Efficient and effective nearest neighbor search in a medical image database of tumor shapes (1998) (1)
Selectivity Estimation of Window Queries. (1998) (1)
Are all brains wired equally (2013) (1)
HighSim : Highly Effective Similarity Measurement in Large Heterogeneous Information Networks (2016) (1)
Fast Outlier Detection Despite the Duplicates (2013) (1)
Data Mining Using Fractals and Power Laws (2006) (1)
DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data (2017) (1)
MultiMap: Preserving Disk Locality for Multidimensional Datasets (CMU-PDL-05-102) (2005) (1)
Pattern Recognition and Anomaly Detection in Bookkeeping Data (2021) (1)
EEG-MINE: Mining and Understanding Epilepsy Data (2013) (1)
Searching, Data Mining and Visualization of Multimedia Data (2000) (1)
Outlier Detection Adaptive to Users' Intentions (2004) (1)
Quanti able Data Mining Using Principal (2007) (1)
OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization (2023) (1)
Direction-Aware Proximity on Graphs (2009) (1)
Bulletin of the Technical Committee on (1998) (1)
Linearized and Turbo Belief Propagation (2014) (1)
ExplainFix: Explainable spatially fixed deep networks (2023) (1)
TANGENT: (2019) (1)
Out-of-Core and Distributed Algorithms for Dense Subtensor Mining (2018) (1)
Scalable Transaction Processing through Data-oriented Execution (1)
Chris Weider and Simon Spero Architecture of the WHOIS Index Service October Working draft Gio Wiederhold File organization for database design McGraw Hill (2005) (1)
Active disks for large - scale FLASH MEMORY - BASED FILE SYSTEM ON CHIP 1885 data processing (2001) (1)
Coarse-to-Fine Sparse Sequential Recommendation (2022) (1)
Nimble GNN Embedding with Tensor-Train Decomposition (2022) (1)
Declustering R-trees on multi-computer architectures (1994) (1)
The W-Tree: An Index Structure for High-Dimensional Data (1994) (1)
The Typhoon Track Classification using Tri-plots and Markov Chain (2010) (1)
AutoGML: Fast Automatic Model Selection for Graph Machine Learning (2022) (1)
Generation of Data Mining and Cyber-Enabled Discovery for Innovation ( NGDM ’ 07 ) : Final Report Report Committee : (2007) (1)
Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms (2016) (1)
KDD-2002 workshop report fractals and self-similarity in data mining: issue and approaches (2002) (1)
PCA plus LDA on Wavelet Co-occurrence Histogram Features for Texture Classification and its Applications (2020) (1)
Performance Issues in the Binary Relationship Model (1989) (1)
Using Utility to Provision Storage Systems (CMU-PDL-07-106) (2007) (1)
Fast and memory-efficient algorithms for high-order Tucker decomposition (2020) (1)
Tensor Analysis – Applications and Algorithms (2017) (1)
SharkFin: Spatio-temporal mining of software adoption and penetration (2014) (1)
Intervention-Aware Early Warning (2019) (1)
DeepFixCX : Explainable privacy‐preserving image compression for medical image analysis (2023) (1)
Why Do You Follow Him?: Multilinear Analysis on Twitter (2015) (1)
Extracting Taxonomies from Bipartite Graphs (2015) (1)
TurboLift: fast accuracy lifting for historical data recovery (2020) (1)
Mining billion-scale tensors: algorithms and discoveries (2016) (1)
QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases (2014) (1)
Graph Mining: Patterns, Generators and Tools (2009) (1)
K-cores in Time-evolving Co-authorship Graphs : A Case Study on DBLP (2015) (0)
TurboLift: fast accuracy lifting for historical data recovery (2020) (0)
Adaptive, Automatic Stream Mining (2016) (0)
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction (2023) (0)
Ensemble Methods (2019) (0)
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs (2023) (0)
Spotting Fake Retweeting Activity in Twitter (2014) (0)
Introduction to Relational DBMS (1998) (0)
E(cid:14)cient Similarity Search In Sequence Databases (2007) (0)
Graph analysis: laws & tools (2008) (0)
High Performance Engineering Information Systems. (1987) (0)
The Typhoon Tracks Analysis using Tri-plots and Markov chain (2010) (0)
TensorCast: forecasting and mining with coupled tensors (2018) (0)
Fast Algorithms for Coevolving Time Series Mining (2010) (0)
Fast and memory-efficient algorithms for high-order Tucker decomposition (2020) (0)
Design Issues For High Performance Engineering Information Systems (1992) (0)
Facebook wall posts: a model of user behaviors (2017) (0)
Unsupervised Models for Spatial , Temporal and Relational Systems (2009) (0)
A Case Study on A Miner Dataset: Identifying leading research through various Models (2019) (0)
Indexing and mining multimedia databases (1998) (0)
Final Program Sponsored by the SIAM Activity Group on Data Mining and Analytics (2019) (0)
Spamming Botnet Characterizing By Latent Intentions Discovery (2011) (0)
Estimating robustness in large social graphs (2014) (0)
Mining and Visualizing Connection Pathways in Large Information Networks (2012) (0)
Session details: Optimization (2007) (0)
MAGIC : Graph-based Cross Media Correlation Detection (0)
UltraProp: Principled and Explainable Propagation on Large Graphs (2022) (0)
Data Mining at CALD-CMU: Tools, Experiences and Research Directions (1997) (0)
Image Retrieval using Fusion of Color-Size and Texture features (2015) (0)
Primary Key Access Methods (1998) (0)
Indexing and Mining Streams [ Tutorial Outline ] (0)
DiffXtract: Joint Discriminative Product Attribute-Value Extraction (2021) (0)
Indexing Multimedia Databases (Tutorial) (1995) (0)
Mining Large Multi-Aspect Data : Algorithms & Applications (2015) (0)
EagleMine: Vision-Guided Mining in Large Graphs (2017) (0)
ChangeDAR (2018) (0)
AWSOM : Adaptive , Hands-Off Stream Mining Spiros Papadimitriou (2003) (0)
Chapter 7 . 1 NetCube : Fast , Approximate Database Queries Using Bayesian Networks (2016) (0)
Accurate Approximation of the Earth Mover’s Distance in Linear Time (2014) (0)
Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities (2016) (0)
Efficient Discovery of Unusual Patterns in Time Series (2006) (0)
DeltaShield: Information Theory for Human- Trafficking Detection (2023) (0)
Database Management Systems Data Mining - Data Cubes (2001) (0)
An Informal Publication from Academia's Premiere (2008) (0)
Tools and Algorithms for Querying and Mining Large Graphs (2008) (0)
Reminiscences on influential papers (2003) (0)
Related Work and Concepts (2013) (0)
Indexing non-traditional and multimedia databases (1996) (0)
Indexing Large Collections of Tumor-Like Shapes (1998) (0)
A Highly Scalable and Adaptable Co-Learning Framework on Multimodal Data Mining in a Multimedia Database (2013) (0)
Spatial Access Methods (SAMS) (1998) (0)
Fraud Detection using Graph Topology and Temporal Spikes (2017) (0)
Big-learning Systems for Big Data (0)
Ecosystem on the Web : Non-Linear Dynamical Systems for Online Social Activities (2017) (0)
Panel on Mining the Big Data (2012) (0)
Clustering Methods for Moderate-to-High Dimensionality Data (2013) (0)
E(cid:14)cient Retrieval of Similar Time Sequences Under Time Warping (2007) (0)
Fault-Tolerant Concept Detection in Information Networks (2014) (0)
Distributed Retrieval of Images using Particle Swarm Optimization and Hadoop (2016) (0)
S EDAN S POT : Detecting Anomalies in Edge Streams Supplementary (2018) (0)
K-L And SVD (1998) (0)
Reduction of Disk Accesses in Multidimensional Data Structures (2015) (0)
Iterated Choice Fixpoint for a Stratiied Program Q: = ; Induction: for J > 0, Let M J = a Choice Model for M J?1 Q J Example 10 Computing a Spanning Tree St(root; A) (1997) (0)
Education, Learning and Information Theory (2015) (0)
AutoBlock (2020) (0)
TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs (2022) (0)
Declustering Spatial Databases on a M U L T I -c O M P U T E R a R C H I T E C T U R E (0)
Scalability ! ! " Self-awareness ! " Overlapping reports ! ? " Missing values ? " Conflicting reports " Domain knowledge ? ! " (2017) (0)
Editorial: TKDE Topic Area Revisions (2005) (0)
An Analysis of a Blogosphere using SVD and PARAFAC Decomposition (2012) (0)
TRIAGE (2020) (0)
Spotting Anomalies in Cyber Physical Datasets: The case of Mobility Data (2015) (0)
Advanced tools for video and multimedia mining (2006) (0)
2-D Color Images (1998) (0)
PSQL: An Efficient Pictorial Database System. (1987) (0)
WebHound: a data-driven intrusion detection from real-world web access logs (2019) (0)
Relation between fractal dimension and performance of vector quantization (2004) (0)
Parameter-free spatial and stream mining (2005) (0)
TG-OUT: temporal outlier patterns detection in Twitter attribute induced graphs (2022) (0)
Database Management Systems for Non-Volatile Memory (2015) (0)
lazytables : Faster distributed machine learning through staleness (2013) (0)
Graph mining and influence propagation (2008) (0)
VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking (2022) (0)
Indexing and mining time sequences (2010) (0)
Data Mining for Co-Evolving Time Sequences (1999) (0)
Quantiiable Data Mining Using Principal Component Analysis (2006) (0)
PROCLIVITY PATTERNS IN ATTRIBUTED GRAPHS (2017) (0)
Data Mining Using Coupled Matrix-Tensor Factorization (2014) (0)
A Symbolic Representation of Time Series Employing Key-Sequences and a Hierarchical Approach (2003) (0)
MassExodus: modeling evolving networks in harsh environments (2015) (0)
Automatic Taxonomy Extraction from Bipartite Graphs (2015) (0)
Proceedings of the ACM SIGKDD 2014 Full-day Workshop on Interactive Data Exploration and Analytics (2013) (0)
Adaptive, Hands-Off Stream Mining (CMU-CS-02-205) (2003) (0)
Threshold conditions for arbitrary cascade models on arbitrary networks (2012) (0)
NetSimile : Scalable Network Similarity via Multiple Social Theories (2014) (0)
Star-Bridge: a topological multidimensional subgraph analysis to detect fraudulent nodes and rings in telecom networks (2022) (0)
Informedia-II : Auto-Summarization and Visualization Over Multiple Video (2001) (0)
Forecasting Big Time Series: Theory and Practice (2020) (0)
1-D Time Sequences (1998) (0)
Fundamental Questions in the Analysis of Large Graphs (2011) (0)
SDREGION (2018) (0)
Inferring lockstep behavior from connectivity pattern in large graphs (2015) (0)
POWERFUL TOOLS FOR DATA MINING: FRACTALS, POWER LAWS, SVD AND MORE (2005) (0)
Spectral Lens: Explainable Diagnostics, Tools and Discoveries in Directed, Weighted Graphs (2017) (0)
Performance Considerations in Message Files (1982) (0)
Massive Indexed Directories in DeltaFS (2018) (0)
Interactive Outlier Detection Adaptive to Users' Intentions (夏のデータベースワークショップ(DBWS2004)) (2004) (0)
Discovery of “comet” communities in temporal and labeled graphs Com2\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$^2 (2015) (0)
Efficiently spotting the starting points of an epidemic in a large graph (2013) (0)
15-826: Multimedia Databases and Data Mining (2008) (0)
Collective knowledge graph multi-type entity alignment (2020) (0)
FraudFox: Adaptable Fraud Detection in the Real World (2020) (0)
and Independence : Analysis of R-trees Using the Concept of F!ractal Dimension (1994) (0)
Secondary Key Access Methods (1998) (0)
Graphite : A Tool for Visually Querying Large Social Networks (2008) (0)
DualCast: Friendship-Preference Co-evolution Forecasting for Attributed Networks (2022) (0)
ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning (2022) (0)
TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking (2022) (0)
SharkFin: Spatio-temporal mining of software adoption and penetration (2014) (0)
Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12, Iss. 1): Introduction by the Guest Editors (2019) (0)
DEWS 2004 7C-05 Outlier Detection Adaptive to Users ’ Intentions (2004) (0)
Survey on Comparative Analysis of Queries over Historical Time Series (2020) (0)
RolX : Extracting Predictive Roles from Graphs (2011) (0)
GeoTense: Spotting Patterns in Geo-Social Networks with Tensors (2015) (0)
Message from IEEE/ACM ASONAM 2013 general chairs (2013) (0)
From the journals. . . . (2000) (0)
1 9 M ar 2 01 4 0 Universal and Distinct Properties of Communication Dynami cs : How to Generate Realistic Inter-event Times (2018) (0)
Diamond-Tree: An Index Structure for High-Dimensionality Approximate Searching (1992) (0)
Structured Max Margin Learning on Image Annotation and Multimodal Image Retrieval (2010) (0)
A DenseAlert : Incremental Dense-Subtensor Detection in Tensor Streams-Supplementary Document (2017) (0)
Gateway finder in large graphs: problem definitions and fast solutions (2012) (0)
IDEAs: Intrusion Detection and Event Analysis System Based on Data-Mining Approaches (2010) (0)
Individual and Collective Graph Mining (2018) (0)
Large graph mining - Patterns, explanations, and cascade analysis (2013) (0)
GeoTense : Spotting Patterns in Geo-Social Composite Networks with Tensors (2015) (0)
SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons for its Success (2022) (0)
Content based Image Retrieval System with Watermarks and Relevance Feedback (2016) (0)
TRIAGE: Temporal Twitter attribute graph patterns (2020) (0)
Session details: Big graph mining 2014 workshop (2014) (0)
Indexing for Similarity Search (2009) (0)
ColdGuess: A General and Effective Relational Graph Convolutional Network to Tackle Cold Start Cases (2022) (0)
Patterns and anomalies in k-cores of real-world graphs with applications (2017) (0)
SHIFTR : A Fast and Scalable System for Ad Hoc Sensemaking of Large Graphs (2011) (0)
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection (2022) (0)
TKDE Guidelines for Survey Papers (2007) (0)

This paper list is powered by the following services:

Other Resources About Christos Faloutsos

What Schools Are Affiliated With Christos Faloutsos?

Christos Faloutsos is affiliated with the following schools:

Christos Faloutsos's Academic­Influence.com Rankings

Why Is Christos Faloutsos Influential?

Christos Faloutsos's Published Works

Published Works

Other Resources About Christos Faloutsos

What Schools Are Affiliated With Christos Faloutsos?

Christos Faloutsos's AcademicInfluence.com Rankings