Aristides Gionis

Q: What Schools Are Affiliated With Aristides Gionis

Aristides Gionis is affiliated with the following schools: Stanford University, KTH Royal Institute of Technology, Aalto University

Aristides Gionis's AcademicInfluence.com Rankings

Aristides Gionis

Computer Science

#7287

World Rank

#7674

Historical Rank

Data Mining

#172

World Rank

#173

Historical Rank

Machine Learning

#2643

World Rank

#2678

Historical Rank

Database

#4348

World Rank

#4522

Historical Rank

computer-science Degrees

Download Badge

Computer Science

Aristides Gionis's Degrees

PhD Computer Science Stanford University
Masters Computer Science Stanford University
Bachelors Computer Science University of Crete

Similar Degrees You Can Earn

Why Is Aristides Gionis Influential?

(Suggest an Edit or Addition)

(See a Problem?)

Aristides Gionis'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

Similarity Search in High Dimensions via Hashing (1999) (3638)
Finding high-quality content in social media (2008) (1352)
Clustering aggregation (2005) (915)
Maintaining Stream Statistics over Sliding Windows (2002) (862)
Finding interesting associations without support pruning (2000) (481)
The community-search problem and how to plan a successful cocktail party (2010) (418)
Know your neighbors: web spam detection using the web topology (2007) (394)
The query-flow graph: model and applications (2008) (346)
Social Network Analysis and Mining for Business Applications (2011) (318)
Fast shortest path distance estimation in large networks (2009) (311)
Online team formation in social networks (2012) (309)
Automated Ranking of Database Query Results (2003) (307)
The Discrete Basis Problem (2006) (298)
Efficient semi-streaming algorithms for local triangle counting in massive graphs (2008) (295)
Quantifying Controversy on Social Media (2015) (290)
Correlating financial time series with micro-blogging activity (2012) (289)
Maintaining stream statistics over sliding windows: (extended abstract) (2002) (277)
Assessing data mining results via swap randomization (2007) (272)
XTRACT: a system for extracting document type descriptors from XML documents (2000) (268)
Denser than the densest subgraph: extracting optimal quasi-cliques with quality guarantees (2013) (266)
k-nearest neighbors in uncertain graphs (2010) (254)
Political Discourse on Social Media: Echo Chambers, Gatekeepers, and the Price of Bipartisanship (2018) (234)
Evaluating strategies for similarity search on the web (2002) (231)
The impact of caching on search engines (2007) (217)
k-means-: A Unified Approach to Clustering and Outlier Detection (2013) (210)
Scalable Techniques for Clustering the Web (2000) (185)
Mining Graph Evolution Rules (2009) (182)
Approximating a collection of frequent sets (2004) (177)
Sparsification of influence networks (2011) (161)
Learning and Predicting the Evolution of Social Networks (2010) (156)
From chatter to headlines: harnessing the real-time web for personalized news recommendation (2012) (151)
Reducing Controversy by Connecting Opposing Views (2016) (145)
Machine Learning and Knowledge Discovery in Databases (2015) (138)
Power in unity: forming teams in large-scale community systems (2010) (135)
Machine learned job recommendation (2011) (135)
Opinion Maximization in Social Networks (2013) (126)
The price of validity in dynamic networks (2004) (121)
Improving recommendation for long-tail queries via templates (2011) (109)
Event detection in activity networks (2014) (108)
Injecting Uncertainty in Graphs for Identity Obfuscation (2012) (107)
An optimization framework for query recommendation (2010) (96)
Design trade-offs for search engine caching (2008) (94)
Customized tour recommendations in urban areas (2014) (94)
Identity obfuscation in graphs through the information theoretic lens (2011) (89)
k-Anonymization with Minimal Loss of Information (2009) (86)
k-Anonymization Revisited (2008) (85)
Estimating Number of Citations Using Author Reputation (2007) (85)
Efficient algorithms for large-scale local triangle counting (2010) (83)
XTRACT: Learning Document Type Descriptors from XML Document Collections (2004) (80)
Finding recurrent sources in sequences (2003) (76)
Mining Large Networks with Subgraph Counting (2008) (76)
Overlapping correlation clustering (2011) (76)
Query similarity by projecting the query-flow graph (2010) (76)
DopeLearning: A Computational Approach to Rap Lyrics Generation (2015) (71)
Geometric and Combinatorial Tiles in 0-1 Data (2004) (63)
Dimension induced clustering (2005) (61)
Dense Subgraph Discovery: KDD 2015 tutorial (2015) (61)
Quantifying Controversy in Social Media (2015) (60)
k-Concealment: An Alternative Model of k-Type Anonymity (2012) (59)
Where Is the Soho of Rome? Measures and Algorithms for Finding Similar Neighborhoods in Cities (2015) (59)
Density-friendly Graph Decomposition (2015) (58)
Fast Reliability Search in Uncertain Graphs (2014) (57)
Suggesting ghost edges for a smaller world (2011) (56)
Overlapping community detection in labeled graphs (2014) (56)
Algorithms for discovering bucket orders from data (2006) (55)
What is the Dimension of Your Binary Data? (2006) (54)
Social Content Matching in MapReduce (2011) (52)
STRIP: stream learning of influence probabilities (2013) (50)
Balancing information exposure in social networks (2017) (49)
Estimating Aggregates on a Peer-to-Peer Network (2003) (47)
Top-k overlapping densest subgraphs (2016) (46)
Answers, not links: extracting tips from yahoo! answers to address how-to web queries (2012) (44)
Spectral ordering and biochronology of European fossil mammals (2006) (44)
YR-2007-005 FINDING HIGH-QUALITY CONTENT IN SOCIAL MEDIA WITH AN APPLICATION TO COMMUNITY-BASED QUESTION ANSWERING (2007) (43)
Efficient and tumble similar set retrieval (2001) (42)
Joint Non-negative Matrix Factorization for Learning Ideological Leaning on Twitter (2017) (42)
Segmentation and dimensionality reduction (2006) (41)
Chromatic Correlation Clustering (2015) (41)
Reconstructing an Epidemic Over Time (2016) (40)
Discovering Polarized Communities in Signed Networks (2019) (40)
On the feasibility of multi-site web search engines (2009) (39)
Searching the wikipedia with contextual information (2008) (39)
Automated 3D Phenotype Analysis Using Data Mining (2008) (38)
Distance oracles in edge-labeled graphs (2014) (36)
The Effect of Collective Attention on Controversial Debates on Social Media (2017) (35)
Piggybacking on Social Networks (2013) (34)
Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs (2015) (31)
Temporal PageRank (2016) (31)
Topical query decomposition (2008) (30)
Scalable Techniques for Clustering the Web (Extended Abstract) (2000) (30)
Optimal segmentation using tree models (2006) (28)
A Hand-held Optical Surface Scanner for Environmental Modeling and Virtual Reality (1996) (28)
Fragments of order (2003) (28)
Automatic controversy detection in social media: A content-independent motif-based approach (2017) (27)
Finding Dynamic Dense Subgraphs (2017) (27)
Streaming Similarity Self-Join (2016) (27)
Clustering Aggregation (long version) (2007) (27)
Maximizing the Diversity of Exposure in a Social Network (2018) (27)
Finding events in temporal networks: segmentation meets densest subgraph discovery (2018) (26)
A randomized approximation algorithm for computing bucket orders (2009) (26)
Discovering Dynamic Communities in Interaction Networks (2014) (26)
Mining Temporal Networks (2019) (26)
The early-adopter graph and its application to web-page recommendation (2012) (26)
Explainable Classification of Brain Networks via Contrast Subgraphs (2020) (25)
ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2014, New York, NY, USA - August 24 - 27, 2014 (2014) (24)
Tell me something my friends do not know: diversity maximization in social networks (2018) (24)
(So) Big Data and the transformation of the city (2020) (24)
Query-log mining for detecting spam (2008) (24)
Dr. Searcher and Mr. Browser: a unified hyperlink-click graph (2008) (23)
Fully Dynamic Algorithm for Top-k Densest Subgraphs (2016) (23)
A Motif-Based Approach for Identifying Controversy (2017) (22)
Mining Frequent Patterns in Evolving Graphs (2018) (22)
Learning to question: leveraging user preferences for shopping advice (2013) (22)
k -Anonymization with Minimal Loss of Information (2007) (22)
Global citation recommendation using knowledge graphs (2018) (22)
Parameter-free spatial data mining using MDL (2005) (21)
Efficient and Tunable Similar Set Retrieval (2001) (21)
Explainable Time Series Tweaking via Irreversible and Reversible Temporal Transformations (2018) (21)
A Shapley Value Approach for Influence Attribution (2011) (21)
Models and Algorithms for Network Immunization (2005) (20)
Where Could We Go?: Recommendations for Groups in Location-Based Social Networks (2017) (20)
Inferring the Strength of Social Ties: A Community-Driven Approach (2017) (19)
Proceedings of the sixth ACM international conference on Web search and data mining (2013) (19)
Discovering recurring activity in temporal networks (2017) (19)
Unimodal segmentation of sequences (2004) (18)
A Kernel-Learning Approach to Semi-supervised Clustering with Relative Distance Comparisons (2015) (18)
Chromatic correlation clustering (2012) (18)
Active Network Alignment: A Matching-Based Approach (2016) (17)
Exploring Controversy in Twitter (2015) (16)
Confidence bands for time series data (2014) (16)
Activity preserving graph simplification (2013) (16)
Balancing Opposing Views to Reduce Controversy (2016) (16)
Absorbing Random-Walk Centrality: Theory and Algorithms (2015) (15)
Introduction to the Special Issue ACM SIGKDD 2013 (2015) (15)
Evaluating Query Result Significance in Databases via Randomizations (2010) (14)
DTD Inference from XML Documents: The XTRACT Approach (2003) (14)
A combinatorial algorithm for MAX CSP (2003) (14)
Mining chains of relations (2005) (14)
Maintaining Sliding-Window Neighborhood Profiles in Interaction Networks (2015) (13)
Discovering conflicting groups in signed networks (2020) (13)
Similarity Search on the Web: Evaluation and Scalability Considerations (2001) (13)
Searching for polarization in signed graphs: a local spectral approach (2020) (12)
The Ebb and Flow of Controversial Debates on Social Media (2017) (12)
Locally and globally explainable time series tweaking (2019) (12)
Mary, Mary, Quite Contrary: Exposing Twitter Users to Contrarian News (2017) (11)
Algorithms for unimodal segmentation with applications to unimodality detection (2007) (11)
Automated 3 D phenotype analysis using data mining Plyusnin (11)
Finding large balanced subgraphs in signed networks (2020) (11)
Assessing data mining results via swap randomization (2006) (11)
Semi-supervised Kernel Metric Learning Using Relative Comparisons (2016) (10)
Estimating entity importance via counting set covers (2012) (10)
Lagrangian relaxations for multiple network alignment (2017) (10)
Subsequence Search in Event-Interval Sequences (2015) (10)
Factors in Recommending Contrarian Content on Social Media (2017) (10)
Diversity-aware k-median : Clustering with fair center representation (2021) (10)
Scalable Facility Location for Massive Graphs on Pregel-like Systems (2015) (10)
Discovering Nested Communities (2013) (10)
Reconstructing a cascade from temporal observations (2018) (9)
Finding topical experts in Twitter via query-dependent personalized PageRank (2017) (9)
Nearest-neighbor Queries in Probabilistic Graphs (2009) (9)
Robust Cascade Reconstruction by Steiner Tree Sampling (2018) (9)
Clustered segmentations (2004) (9)
Exposing Twitter Users to Contrarian News (2017) (8)
Beyond rankings: comparing directed acyclic graphs (2015) (8)
Query-log mining for detecting polysemy and spam (2008) (8)
Computationally Inferred Genealogical Networks Uncover Long-Term Trends in Assortative Mating (2018) (8)
Searching for interestingness in Wikipedia and Yahoo!: answers (2013) (7)
Diverse Rule Sets (2020) (7)
Taxonomy-driven lumping for sequence mining (2009) (7)
Improved mixing time for k-subgraph sampling (2020) (7)
On Mining Temporal Patterns in Dynamic Graphs, and Other Unrelated Problems (2017) (6)
The network-untangling problem: from interactions to activity timelines (2017) (6)
Backbone discovery in traffic networks (2014) (6)
Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III (2010) (5)
A Survey of Graph Mining for Web Applications (2010) (5)
Community-aware network sparsification (2017) (5)
Finding Path Motifs in Large Temporal Graphs Using Algebraic Fingerprints (2020) (5)
The Blind Leading the Blind: Network-Based Location Estimation Under Uncertainty (2015) (5)
Auctioning Data for Learning (2015) (5)
Relaxing the strong triadic closure problem for edge strength inference (2020) (5)
antifying Controversy on Social Media (2018) (5)
Discovering Topically- and Temporally-Coherent Events in Interaction Networks (2016) (5)
A Combinatorial Approach to Role Discovery (2016) (5)
Recurrent Predictive Models for Sequence Segmentation (2007) (4)
Co-exposure Maximization in Online Social Networks (2020) (4)
Segmentations with Rearrangements (2007) (4)
AncestryAI: A Tool for Exploring Computationally Inferred Family Trees (2017) (4)
Measuring and Summarizing Movement in Microblog Postings (2013) (4)
Next Generation Search (2010) (4)
Structured Prediction of Network Response (2014) (3)
Discovering Interesting Cycles in Directed Graphs (2019) (3)
Restless reachability problems in temporal graphs. (2020) (3)
Finding low-tension communities (2017) (3)
Mining Signed Networks: Theory and Applications: Tutorial proposal for the Web Conference 2020 (2020) (3)
Discovering the Network Backbone from Traffic Activity Data (2014) (3)
Restless reachability in temporal graphs (2020) (3)
Pattern detection in large temporal graphs using algebraic fingerprints (2020) (3)
Algorithmic techniques for modeling and mining large graphs (AMAzING) (2013) (3)
Mining Dense Subgraphs with Similar Edges (2020) (3)
Diverse Dimension Decomposition of an Itemset Space (2011) (3)
Tell me something my friends do not know: diversity maximization in social networks (2020) (2)
KnowyourNeighbors: WebSpamDetection usingtheWebTopology (2007) (2)
From acquaintance to best friend forever: robust and fine-grained inference of social tie strengths (2018) (2)
Extracting Skill Endorsements from Personal Communication Data (2016) (2)
Covering the Egonet: A Crowdsourcing Approach to Social Circle Discovery on Twitter (2015) (2)
International Conference on World Wide Web, Florence, 2015 (2015) (2)
Finding temporal patterns using algebraic fingerprints (2020) (2)
European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2014, Nancy, France, September 15-19, 2014 (2014) (2)
Integrity 2020: Integrity in Social Networks and Media (2020) (2)
Diverse dimension decomposition for itemset spaces (2012) (2)
Optimal deletion-robust coreset for submodular maximization (2022) (2)
Maximizing diversity over clustered data (2020) (2)
Reconciliation k-median: Clustering with Non-polarized Representatives (2019) (2)
ExCoDE: a Tool for Discovering and Visualizing Regions of Correlation in Dynamic Networks (2019) (2)
Query the model: precomputations for efficient inference with Bayesian Networks (2019) (1)
Ranking with submodular functions on a budget (2022) (1)
Surface Reflectance Recovery under Point Light Illumination (1996) (1)
(So) Big Data and the transformation of the city (2020) (1)
Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks (2021) (1)
Diverse dimension decomposition for itemset spaces (2012) (1)
The network-untangling problem: from interactions to activity timelines (2020) (1)
Machine Learning and Knowledge Discovery in Databases (2009) (1)
Social piggybacking: leveraging common friends to generate event streams (2012) (1)
Mining the graph structures of the web (2007) (1)
Strengthening ties towards a highly-connected world (2022) (1)
SIEVE: A Space-Efficient Algorithm for Viterbi Decoding (2022) (1)
EDBT Research Session: Graph Queries and Analytics (2014) (0)
Mining Signed Networks: Theory and Applications (2020) (0)
EDBT Research Session: Graph Queries and Analytics (2014) (0)
Aristides Gionis Title : Lagrangian relaxations for multiple network alignment Year : 2017 Version : Final published version (2018) (0)
Relaxing the strong triadic closure problem for edge strength inference (2020) (0)
Learning Cellular Coverage from Real Network Configurations using GNNs (2023) (0)
Locally and globally explainable time series tweaking (2019) (0)
Collaborative Procrastination (2021) (0)
Backbone discovery in traffic networks (2016) (0)
ties towards a highly-connected world (2021) (0)
Ranking with submodular functions on the fly (2023) (0)
Top-k densest subgraphs in sliding-window graph streams (2016) (0)
Workload-Aware Materialization of Junction Trees (2021) (0)
Coresets remembered and items forgotten: submodular maximization with deletions (2022) (0)
Algorithms for similarity search and clustering in large data sets (2003) (0)
Provable randomized rounding for minimum-similarity diversification (2022) (0)
Lagrangian relaxations for multiple network alignment (2017) (0)
Confidence bands for time series data (2014) (0)
Beyond rankings: comparing directed acyclic graphs (2015) (0)
Analyzing the evolving Web (2007) (0)
Succinct Graph Representations as Distance Oracles: An Experimental Evaluation (2022) (0)
International Conference on Machine Learning, Beijing, China, June 21 - June 26, 2014 (2014) (0)
Discovering interesting cycles in graphs (2019) (0)
Research Fields (2017) (0)
Special issue for ECML PKDD 2010: Guest editors’ introduction (2010) (0)
Introduction to the special issue of the ECML PKDD 2020 journal track (2020) (0)
Top-k overlapping densest subgraphs (2016) (0)
Maximizing the Diversity of Exposure in a Social Network (2022) (0)
Aristides Gionis Title : AncestryAI : A tool for exploring computationally inferred family trees Year : 2017 Version : Final (2018) (0)
Regularized impurity reduction: accurate decision trees with complexity guarantees (2022) (0)
Session details: SNOW'13 workshop (2013) (0)
Mining Frequent Pa erns in Evolving Graphs (2018) (0)
Open World Learning Graph Convolution for Latency Estimation in Routing Networks (2022) (0)
Strengthening ties towards a highly-connected world (2022) (0)
Generalized Leverage Scores: Geometric Interpretation and Applications (2022) (0)
SNOW chairs' welcome (2013) (0)
Overlapping community detection in labeled graphs (2014) (0)
A novel method for large scale graph exploration (2014) (0)
Finding events in temporal networks: segmentation meets densest subgraph discovery (2019) (0)
Provable randomized rounding for minimum-similarity diversification (2022) (0)
Preface to the Workshop on Mining Communities and People Recommenders (2011) (0)
Guest editors’ introduction: special issue of selected papers from ECML PKDD 2010 (2010) (0)
Evimaria Terzi Title : Active Network Alignment : A Matching-Based Approach Year : 2017 Version : Final published version (2018) (0)
Query Significance in Databases via Randomizations (2009) (0)
Diameter Minimization by Shortcutting with Degree Constraints (2022) (0)
Chapter 11 Mining Chains of Relations (2012) (0)
Introduction to the special issue of the ECML PKDD 2020 journal track (2020) (0)
Discovering Dense Correlated Subgraphs in Dynamic Networks (2021) (0)
Accepted Tutorials at The Web Conference 2022 (2022) (0)
On the high density of leadership nuclei in endorsement social networks (2010) (0)
Succinct graph representations as distance oracles (2022) (0)
9th International Conference on Weblogs and Social Media, (ICWSM) 2015, University of Oxford, Oxford, UK, May 26-29, 2015 (2015) (0)
Improved analysis of randomized SVD for top-eigenvector approximation (2022) (0)
Data Analysis (2013) (0)
Discovering recurring activity in temporal networks (2017) (0)
Concise and interpretable multi-label rule sets (2022) (0)
Activity preserving graph simplification (2013) (0)

This paper list is powered by the following services:

What Schools Are Affiliated With Aristides Gionis?

Aristides Gionis is affiliated with the following schools:

Aristides Gionis's Academic­Influence.com Rankings

Aristides Gionis's Degrees

Similar Degrees You Can Earn

Why Is Aristides Gionis Influential?

Aristides Gionis's Published Works

Published Works

What Schools Are Affiliated With Aristides Gionis?

Aristides Gionis's AcademicInfluence.com Rankings