Rajeev Rastogi

Rajeev Rastogi's AcademicInfluence.com Rankings

Rajeev Rastogi

Computer Science

#7784

World Rank

#8190

Historical Rank

Data Mining

#189

World Rank

#190

Historical Rank

Machine Learning

#3000

World Rank

#3037

Historical Rank

Database

#4835

World Rank

#5023

Historical Rank

computer-science Degrees

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Computer Science

Rajeev Rastogi's Degrees

PhD Computer Science University of Texas at Austin
Masters Computer Science University of Texas at Austin

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Rajeev Rastogi'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

CURE: an efficient clustering algorithm for large databases (1998) (3304)
Efficient algorithms for mining outliers from large data sets (2000) (2176)
ROCK: a robust clustering algorithm for categorical attributes (1999) (2078)
SPIRIT: Sequential Pattern Mining with Regular Expression Constraints (1999) (612)
on Knowledge and Data Engineering, (1990) (527)
Approximate query processing using wavelets (2001) (526)
A cost-based model and effective heuristic for repairing constraints by value modification (2005) (447)
Efficient filtering of XML documents with XPath expressions (2002) (428)
WALRUS: a similarity retrieval algorithm for image databases (1999) (367)
Processing complex aggregate queries over data streams (2002) (354)
Graph summarization with bounded error (2008) (347)
Provisioning a virtual private network: a network design problem for multicommodity flow (2001) (302)
XTRACT: a system for extracting document type descriptors from XML documents (2000) (268)
PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning (1998) (242)
Holistic aggregates in a networked world: distributed tracking of approximate quantiles (2005) (218)
Topology discovery in heterogeneous IP networks (2000) (183)
Robust Monitoring of Link Delays and Faults in IP Networks (2003) (183)
Mining optimized association rules with categorical and numeric attributes (1998) (167)
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (2016) (166)
Independence is good: dependency-based histogram synopses for high-dimensional data (2001) (154)
Disk striping in video server environments (1996) (152)
Topology discovery in heterogeneous IP networks: the NetInventory system (2004) (150)
Mining Sequential Patterns with Regular Expression Constraints (2002) (142)
Data Stream Management: Processing High-Speed Data Streams (Data-Centric Systems and Applications) (2019) (141)
A Low-Cost Storage Server for Movie on Demand Databases (1994) (131)
Efficiently monitoring bandwidth and latency in IP networks (2001) (127)
Data mining and the Web: past, present and future (1999) (125)
Recommendations to boost content spread in social networks (2012) (123)
Algorithms for provisioning virtual private networks in the hose model (2001) (121)
Algorithms for provisioning virtual private networks in the hose model (2002) (113)
Update propagation protocols for replicated databates (1999) (111)
Physical topology discovery for large multisubnet networks (2003) (104)
Entity disambiguation with hierarchical topic models (2011) (103)
The Fellini Multimedia Storage Server (1996) (99)
Dalí: A High Performance Main Memory Storage Manager (1994) (99)
Mining (Social) Network Graphs to Detect Random Link Attacks (2008) (98)
ConTracts - A Low-Level Mechanism for Building General-Purpose Workflow Management-Systems. (1995) (98)
Processing set expressions over continuous update streams (2003) (94)
Main-memory index structures with fixed-size partial keys (2001) (93)
Buffer replacement algorithms for multimedia storage systems (1996) (92)
Web-scale information extraction with vertex (2011) (89)
SPARTAN: a model-based semantic compression system for massive data tables (2001) (87)
The concurrency control problem in multidatabases: characteristics and solutions (1992) (86)
Optimal configuration for BGP route selection (2003) (83)
XTRACT: Learning Document Type Descriptors from XML Document Collections (2004) (80)
DataBlitz: A High Performance Main-Memory Storage Manager (1994) (78)
Distributed Set Expression Cardinality Estimation (2004) (76)
Tree Pattern Aggregation for Scalable XML Data Dissemination (2002) (76)
A transaction model for multidatabase systems (1992) (75)
Efficient gossip-based aggregate computation (2006) (73)
Non-serializable executions in heterogeneous distributed database systems (1991) (73)
Traveling with a Pez dispenser (or, routing issues in MPLS) (2001) (66)
Mining optimized support rules for numeric attributes (1999) (65)
Optimal configuration of OSPF aggregates (2002) (64)
DTD-Directed Publishing with Attribute Translation Grammars (2002) (62)
Algorithms for computing QoS paths with restoration (2005) (62)
Efficient Detection of Distributed Constraint Violations (2007) (61)
Capturing both types and constraints in data integration (2003) (61)
Update Propagation Protocols For Replicated Databases (1999) (59)
Restoration algorithms for virtual private networks in the hose model (2002) (57)
Building Decision Trees with Constraints (2003) (55)
Streaming Algorithms for Robust, Real-Time Detection of DDoS Attacks (2007) (55)
Query translation from XPath to SQL in the presence of recursive DTDs (2009) (55)
Efficient Constraint Monitoring Using Adaptive Thresholds (2008) (54)
A framework for the storage and retrieval of continuous media data (1995) (54)
Mining optimized gain rules for numeric attributes (1999) (54)
Sketch-Based Multi-Query Processing over Data Streams (2004) (49)
The Architecture of the Dalí Main-Memory Storage Manager (1997) (49)
RE-tree: an efficient index structure for regular expressions (2003) (47)
Tracking set-expression cardinalities over continuous update streams (2004) (45)
Processing Data-Stream Join Aggregates Using Skimmed Sketches (2004) (44)
A New Channel Assignment Mechanism for Rural Wireless Mesh Networks (2008) (44)
Data Stream Management (2016) (42)
Efficient algorithms for constructing decision trees with constraints (2000) (42)
Logical and Physical Versioning in Main Memory Databases (1997) (42)
Ensuring transaction atomicity in multidatabase systems (1992) (41)
Scalable regular expression matching on data streams (2008) (39)
Demand paging for video-on-demand servers (1995) (38)
Scalable Content-Based Routing in Pub/Sub Systems (2009) (38)
Joint Routing and Scheduling in Multi-hop Wireless Networks with Directional Antennas (2010) (37)
Exploring the trade-off between label size and stack depth in MPLS routing (2003) (37)
Exploiting content redundancy for web information extraction (2010) (36)
Routing and Channel Allocation in Rural Wireless Mesh Networks (2007) (36)
Fault-tolerant architectures for continuous media servers (1996) (35)
Robust Monitoring of Link Delays and Faults (2006) (35)
Algorithms for computing QoS paths with restoration (2003) (33)
LogUCB: an explore-exploit algorithm for comments recommendation (2012) (33)
Diagnosing Link-Level Anomalies Using Passive Probes (2007) (31)
Matching product titles using web-based enrichment (2012) (30)
Distributed Multi-Level Recovery in Main-Memory Databases (1996) (30)
Minimum Cost Topology Construction for Rural Wireless Mesh Networks (2008) (29)
Detecting Anomalies Using End-to-End Path Measurements (2008) (28)
Web information extraction using markov logic networks (2011) (28)
The fellini multimedia storage system (1996) (27)
Workshop report: 2000 ACM SIGMOD workshop on research issues in data mining and knowledge discovery (2000) (27)
Recommending Product Sizes to Customers (2017) (27)
Bayesian Models for Product Size Recommendations (2018) (25)
Robust monitoring of link delays and faults in IP networks (2006) (24)
On correctness of non-serializable executions (1993) (24)
Optimal schemes for robust web extraction (2011) (24)
Data Mining Meets Network Management: The NEMESIS Project (2001) (22)
Chapter 23 – RE-Tree: An Efficient Index Structure for Regular Expressions (2002) (22)
Relaxing serializability in multidatabase systems (1992) (22)
VillageNet: A low-cost, 802.11-based mesh network for rural regions (2007) (22)
Scalable Filtering of XML Data for Web Services (2003) (21)
Join-distinct aggregate estimation over update streams (2005) (20)
A Disk-Based Storage Architecture for Movie on Demand Servers (1995) (19)
Client-based logging for high performance distributed architectures (1996) (19)
Exploiting content redundancy for web information extraction (2010) (19)
Multimedia support for databases (1997) (18)
Proceedings of the 22nd ACM international conference on Information & Knowledge Management (2013) (18)
Detection and Recovery Techniques for Database Corruption (2003) (17)
Buffer Replacement Algorithms for Multimedia Databases (1996) (17)
On the design of a low-cost video-on-demand storage system (1996) (17)
Proceedings of the 29th ACM International Conference on Information & Knowledge Management (2013) (16)
Strict histories in object-based database systems (1993) (15)
Scheduling and data replication to improve tape jukebox performance (1999) (15)
Memory-constrained aggregate computation over data streams (2011) (14)
On the storage and retrieval of continuous media data (1994) (14)
Scalable data mining with model constraints (2000) (14)
Research issues in multimedia storage servers (1995) (14)
DTD Inference from XML Documents: The XTRACT Approach (2003) (14)
A Clustering Algorithm for Categorical Attributes (1997) (13)
Improving Predictability of Transaction Execution Times in Real-time Databases (2000) (13)
VillageNet: A low-cost, IEEE 802.11-based mesh network for connecting rural areas (2007) (13)
Ensuring consistency in multidatabases by preserving two-level serializability (1998) (13)
Using semantic knowledge of distributed objects to increase reliability and availability (2001) (12)
On-line reorganization in object databases (2000) (12)
Machine Learning in the Real World (2016) (12)
Scalable algorithms for mining large databases (1999) (12)
Exploiting transaction semantics in multidatabase systems (1995) (11)
Oss architecture and requirements for VoIP networks (2005) (10)
Maintaining Database Consistency in Heterogeneous Distributed DatabaseSystems (1991) (10)
CRISP: A Probabilistic Model for Individual-Level COVID-19 Infection Risk Estimation Based on Contact Data (2020) (10)
Accelerating Lookups in P2P Systems using Peer Caching (2008) (10)
Web information extraction using Markov logic networks (2011) (10)
Multi-query optimization for sketch-based estimation (2009) (10)
Monitoring infrastructure for converged networks and services (2007) (9)
Fine-granularity Locking and Client-Based Logging for Distributed Architectures (1996) (9)
The architecture of the Dalí main memory storage manager (1997) (9)
Design of active and passive probes for VoIP service quality monitoring (2006) (9)
Semi-supervised correction of biased comment ratings (2012) (9)
Of crawlers, portals, mice, and men: is there more to mining the Web? (1999) (8)
Using codewords to protect database data from a class of software errors (1999) (8)
Overcoming Heterogeneity and Autonomy in Multidatabase Systems (2001) (8)
Data Stream Management: A Brave New World (2016) (8)
VoIP service quality monitoring using active and passive probes (2006) (8)
Periodic retrieval of videos from disk arrays (1997) (8)
Efficient Aggregate Computation over Data Streams (2008) (8)
Disk striping in video server environments (1995) (7)
Machine Learning @ Amazon (2017) (7)
On Correctness of Nonserializable Executions (1998) (6)
Optimal scheduling for dynamic channel allocation in wireless LANs (2007) (6)
Guest Editor Introduction: Special Section on Online Analysis and Querying of Continuous Data Streams (2003) (5)
Strict Histories in Object-Based Database (1992) (5)
Conclusions and Looking Forward (2016) (5)
SPARTAN: using constrained models for guaranteed-error semantic compression (2002) (5)
Demand Paging for Movie-on-demand Servers. in 5 Buuer Management Issues 3 Disk Striping Issues 4 Fault-tolerance Issues Research Issues in Multimedia Storage Servers (1995) (5)
Transaction Management Issues in a Failure-prone Multidatabase System Environment (1992) (4)
Transcending the Serializability Requirement (1993) (4)
Physical and service topology discovery in heterogeneous networks: the NetInventory system (2004) (3)
Gossip-Based Aggregate Computation with Low Communication Overhead (2006) (3)
Connecting the next billion web users (2011) (3)
Network Data Mining and Analysis: The NEMESIS Project (2002) (3)
Machine Learning @ Amazon (2018) (2)
THE DATABLITZ MAIN-MEMORY STORAGE MANAGER: ARCHITECTURE, PERFORMANCE, AND EXPERIENCE (1998) (2)
Techniques for Clustering Massive Data Sets (2003) (2)
Model-Based Semantic Compression for Network-Data Tables (2001) (2)
On Configuring BGP Route Reflectors (2007) (2)
Ensuring integrity of network inventory and configuration data (2004) (2)
Proceedings of the 20th International Middleware Conference Industrial Track (2010) (2)
Architecture issues in multimedia storage systems (1997) (1)
Probabilistic matrix factorization system based on personas (2015) (1)
Indexed Regular Expression Matching (2016) (1)
Analysis and Querying of Continuous Data Streams (2003) (1)
DataBlitz Storage Manager: Main Memory Database Performance for Critical Applications (1999) (1)
Machine Learning @ Amazon (2015) (1)
Efficient Global Transaction Management in Multidatabase Systems (1993) (1)
Network Data Mining and Analysis: The \( \mathcal{N}\mathcal{E}\mathcal{M}\mathcal{E}\mathcal{S}\mathcal{I}\mathcal{S} \) Project (2002) (1)
MobiCom'18 Panel: Hammer & Nail vis-a-vis AI / ML Applications to Networked Systems (2018) (1)
A Scalable Algorithm for Higher-order Features Generation using MinHash (2018) (1)
Efficient Design of End-to-End Probes for Source-Routed Networks (2007) (1)
Granularity of Locks and Degr of Consistency in a Shared Data Base. in Ifip Working Conference on Modeling of D Base Management Systems, Pages 1{29, 1975. [gm83] H. Garcia-molina. Using Semantic Knowledge for Transaction Processing in a Distribu Database (2010) (0)
Video service provision method and video server (1996) (0)
VLDB 2002, Proceedings of 28th International Conference on Very Large Data Bases, August 20-23, 2002, Hong Kong, China (2002) (0)
Traveling with a Pez (cid:3) Dispenser (Or, Routing Issues in MPLS) (2008) (0)
Augmenting handset capacity through virtual storage (2007) (0)
Proceedings, Fourth IEEE International Conference on Data Mining, ICDM 2004, 1-4 November 2004, Brighton, United Kingdom (2004) (0)
Internet Research: What's hot in Search, Advertizing, and Cloud Computing. (2008) (0)
Welcome Message from the Conference Chairs (2005) (0)
Tion of Buuer Management Strategies for Rela- Tional Database Systems. in Proceedings of The (1996) (0)
7 Related Work 8 Concluding Remarks 6 Reducing Response Time (1994) (0)
Peer Caching for Faster Lookups in P 2 P Systems (2006) (0)
R Regular Expression Indexing Regular Expression Indexing (0)
Of Crawlers, Portals, Mice and Men: Is there more to Mining the Web? (Panel) (1999) (0)
Optimal Scheduling forDynamicChannel Allocation inWireless LANs (2007) (0)
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30 - September 2, 2005 (2005) (0)
Session details: Research Session 13: Graphs II (2008) (0)
Enhancing Pre-existing Data Managers with Atomicity and Durability (1994) (0)
Building Knowledge Bases from the Web (2012) (0)
Overcoming Heterogeneity and Autonomy in Multidatabase Systems1 (2022) (0)
Can Be Computed Recursively Using the Definitions of (0)
Globalization: challenges to database community (2006) (0)
Reminiscences on influential papers (2001) (0)
Regular Expression Indexing (2008) (0)
A Greedy Scheme for Designing Delay Monitoring Systems of IP Networks (2008) (0)
High-Precision Web Extraction Using Site Knowledge (2010) (0)
Industrial Track Panel Globalization: Challenges to Database Community (2006) (0)

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Rajeev Rastogi's Academic­Influence.com Rankings

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Why Is Rajeev Rastogi Influential?

Rajeev Rastogi's Published Works

Published Works

Rajeev Rastogi's AcademicInfluence.com Rankings