Sotabase

Career

· Founder, Acelot, Inc.2007–
· Professor, University of California1989–
· PhD, Computer Science, The University of Texas at Austin1984–1989
· Master of Science (MS), Computer Science, Iowa State University1982–1984
· Bachelor of Technology (B.Tech.), Computer Science and Engineering, Indian Institute of Technology, Kharagpur1977–1982

Publications (301)

Graphs-at-a-time: query language and access methods for graph databases
SIGMOD Conference · 2008
512
cited
Closure-Tree: An Index Structure for Graph Queries
IEEE International Conference on Data Engineering · 2006
347
cited
Dimensionality reduction for similarity searching in dynamic databases
ACM SIGMOD Conference · 1998
341
cited
Efficient view maintenance at data warehouses
ACM SIGMOD Conference · 1997
276
cited
Bisque: a platform for bioimage analysis and management
Bioinform. · 2009
196
cited
GraphSig: A Scalable Approach to Mining Significant Subgraphs in Large Graph Databases
IEEE International Conference on Data Engineering · 2009
179
cited
Deriving phylogenetic trees from the similarity analysis of metabolic pathways
Intelligent Systems in Molecular Biology · 2003
163
cited
FCCF: forecasting citywide crowd flows based on big data
SIGSPATIAL/GIS · 2016
159
cited
Variable length queries for time series data
Proceedings / International Conference on Data Engineering · 2001
150
cited
Polar Opinion Dynamics in Social Networks
IEEE Transactions on Automatic Control · 2017
140
cited
Efficient Index Structures for String Databases
Very Large Data Bases Conference · 2001
135
cited
NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks
SDM · 2013
126
cited
Mind Reader: Reconstructing complex images from brain activities
Neural Information Processing Systems · 2022
124
cited
Mining Heavy Subgraphs in Time-Evolving Networks
2011 IEEE 11th International Conference on Data Mining · 2011
123
cited
APLA: Indexing Arbitrary Probability Distributions
IEEE International Conference on Data Engineering · 2007
111
cited
SWAT: hierarchical stream summarization in large networks
Proceedings / International Conference on Data Engineering · 2003
103
cited
Learning Heuristics over Large Graphs via Deep Reinforcement Learning
arXiv.org · 2019
94
cited
GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs
Neural Information Processing Systems · 2020
92
cited
Query-based debugging of object-oriented programs
Conference on Object-Oriented Programming Systems, Languages, and Applications · 1997
91
cited
Analysis of protein-protein interaction networks using random walks
Data Mining in Bioinformatics · 2005
87
cited
Sotabase
Ambuj Singh | Researcher Profile | Sotabase | Sotabase