Ambuj K. Singh

According to our database1, Ambuj K. Singh
  • authored at least 195 papers between 1987 and 2017.
  • has a "Dijkstra number"2 of three.

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Bibliography

2017
Topology Design Games and Dynamics in Adversarial Environments.
IEEE Journal on Selected Areas in Communications, 2017

Spectral Algorithms for Temporal Graph Cuts.
CoRR, 2017

Maximizing Coverage Centrality via Network Design: Extended Version.
CoRR, 2017

GPOP: Scalable Group-level Popularity Prediction for Online Content in Social Networks.
Proceedings of the 26th International Conference on World Wide Web, 2017

Subnetwork Mining with Spatial and Temporal Smoothness.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Predictive modeling and scalability analysis for large graph analytics.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016
Nearest Keyword Set Search in Multi-Dimensional Datasets.
IEEE Trans. Knowl. Data Eng., 2016

Prediction-based Online Trajectory Compression.
CoRR, 2016

Graph Wavelets via Sparse Cuts.
CoRR, 2016

Towards Scalable Network Delay Minimization.
CoRR, 2016

Outlier Detection from Network Data with Subnetwork Interpretation.
CoRR, 2016

Topology design under adversarial dynamics.
Proceedings of the 14th International Symposium on Modeling and Optimization in Mobile, 2016

Graph Wavelets via Sparse Cuts.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Towards Scalable Network Delay Minimization.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Outlier Detection from Network Data with Subnetwork Interpretation.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

FCCF: forecasting citywide crowd flows based on big data.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2015
Behavior Query Discovery in System-Generated Temporal Graphs.
PVLDB, 2015

Behavior Query Discovery in System-Generated Temporal Graphs.
CoRR, 2015

Discriminative Subnetworks with Regularized Spectral Learning for Global-state Network Data.
CoRR, 2015

A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks.
CoRR, 2015

Beyond Models: Forecasting Complex Network Processes Directly from Data.
Proceedings of the 24th International Conference on World Wide Web, 2015

Learning Predictive Substructures with Regularization for Network Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Hierarchical in-network attribute compression via importance sampling.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014
Modeling individual topic-specific behavior and influence backbone networks in social media.
Social Netw. Analys. Mining, 2014

Nearest Keyword Set Search in Multi-dimensional Datasets.
CoRR, 2014

Applications of Top-k Representative Queries.
Proceedings of the Sixth Workshop on Semantic Web Information Management, 2014

Answering top-k representative queries on graph databases.
Proceedings of the International Conference on Management of Data, 2014

Discriminative Subnetworks with Regularized Spectral Learning for Global-State Network Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Towards scalable critical alert mining.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Structure and evolution of missed collaborations in large networks.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Cloud service placement via subgraph matching.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013
Static and Dynamic Structural Correlations in Graphs.
IEEE Trans. Knowl. Data Eng., 2013

The Social Media Genome: Modeling Individual Topic-Specific Behavior in Social Media.
CoRR, 2013

Quantifying spatial relationships from whole retinal images.
Bioinformatics, 2013

NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

As Strong as the Weakest Link: Mining Diverse Cliques in Weighted Graphs.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Mining discriminative subgraphs from global-state networks.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Mining Evolving Network Processes.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Efficient tracking and querying for coordinated uncertain mobile objects.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Accurate and scalable nearest neighbors in large networks based on effective importance.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

I act, therefore I judge: network sentiment dynamics based on user activity change.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

The social media genome: modeling individual topic-specific behavior in social media.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Sensing for Mobile Objects.
Proceedings of the Managing and Mining Sensor Data, 2013

2012
Bisque: Advances in Bioimage Databases.
IEEE Data Eng. Bull., 2012

A Latent Parameter Node-Centric Model for Spatial Networks
CoRR, 2012

Inferring the Underlying Structure of Information Cascades
CoRR, 2012

SigSpot: mining significant anomalous regions from time-evolving networks (abstract only).
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Reachability Analysis and Modeling of Dynamic Event Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Modeling Complex Diseases Using Discriminative Network Fragments - (Invited Keynote Talk).
Proceedings of the Bioinformatics Research and Applications - 8th International Symposium, 2012

Efficient multicasting for delay tolerant networks using graph indexing.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Inferring the Underlying Structure of Information Cascades.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

SIMP: accurate and efficient near neighbor search in high dimensional spaces.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

Indexing and mining topological patterns for drug discovery.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

2011
Indexing the Earth Mover's Distance Using Normal Distributions.
PVLDB, 2011

Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions.
PVLDB, 2011

Novel Method for Pharmacophore Analysis by Examining the Joint Pharmacophore Space.
Journal of Chemical Information and Modeling, 2011

Indexing the Earth Mover's Distance Using Normal Distributions
CoRR, 2011

Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions
CoRR, 2011

Using Stochastic Causal Trees to Augment Bayesian Networks for Modeling eQTL Datasets.
BMC Bioinformatics, 2011

Analyzing Performance of Lease-Based Schemes under Failures.
Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), 2011

Assessing and ranking structural correlations in graphs.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Mining Heavy Subgraphs in Time-Evolving Networks.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Synopses for probabilistic data over large domains.
Proceedings of the EDBT 2011, 2011

Content-based Modeling and Prediction of Information Dissemination.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

2010
Query Language and Access Methods for Graph Databases.
Proceedings of the Managing and Mining Graph Data, 2010

Efficient and Robust Detection of Duplicate Videos in a Large Database.
IEEE Trans. Circuits Syst. Video Techn., 2010

Molecular Function Prediction Using Neighborhood Features.
IEEE/ACM Trans. Comput. Biology Bioinform., 2010

Scalable Discovery of Best Clusters on Large Graphs.
PVLDB, 2010

Profile Based Sub-Image Search in Image Databases
CoRR, 2010

Finding top-k similar pairs of objects annotated with terms from an ontology
CoRR, 2010

Bisque: a platform for bioimage analysis and management.
Bioinformatics, 2010

Finding Top-k Similar Pairs of Objects Annotated with Terms from an Ontology.
Proceedings of the Scientific and Statistical Database Management, 2010

Towards Community Discovery in Signed Collaborative Interaction Networks.
Proceedings of the ICDMW 2010, 2010

Geo-clustering of Images with Missing GeoTags.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Querying spatial patterns.
Proceedings of the EDBT 2010, 2010

2009
Optimization Techniques for Reactive Network Monitoring.
IEEE Trans. Knowl. Data Eng., 2009

Mining Statistically Significant Molecular Substructures for Efficient Molecular Classification.
Journal of Chemical Information and Modeling, 2009

Finding Significant Subregions in Large Image Databases
CoRR, 2009

RRW: repeated random walks on genome-scale protein networks for local cluster discovery.
BMC Bioinformatics, 2009

Predicting genetic interactions with random walks on biological networks.
BMC Bioinformatics, 2009

Accurate and Scalable Techniques for the Complex/Pathway Membership Problem in Protein Networks.
Adv. Bioinformatics, 2009

GraphSig: A Scalable Approach to Mining Significant Subgraphs in Large Graph Databases.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
A general modeling and visualization tool for comparing different members of a group: application to studying tau-mediated regulation of microtubule dynamics.
BMC Bioinformatics, 2008

Efficient Computation of Statistical Significance of Query Results in Databases.
Proceedings of the Scientific and Statistical Database Management, 2008

Graphs-at-a-time: query language and access methods for graph databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Top-k Spatial Joins of Probabilistic Objects.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Indexing and Querying Data Streams.
Proceedings of the Data Streams - Models and Algorithms, 2007

MIST: Distributed Indexing and Querying in Sensor Networks using Statistical Models.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Efficient Algorithms for Mining Significant Substructures in Graphs with Quality Guarantees.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

APLA: Indexing Arbitrary Probability Distributions.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Integrating multi-attribute similarity networks for robust representation of the protein space.
Bioinformatics, 2006

Probabilistic Segmentation and Analysis of Horizontal Cells.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

GraphRank: Statistical Modeling and Mining of Significant Subgraphs in the Feature Space.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

LB-Index: A Multi-Resolution Index Structure for Images.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Closure-Tree: An Index Structure for Graph Queries.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Distributed Spatial Clustering in Sensor Networks.
Proceedings of the Advances in Database Technology, 2006

Indexing Spatially Sensitive Distance Measures Using Multi-resolution Lower Bounds.
Proceedings of the Advances in Database Technology, 2006

2005
Decision Tree Based Information Integration for Automated Protein Classification.
J. Bioinformatics and Computational Biology, 2005

Analysis of protein-protein interaction networks using random walks.
Proceedings of the 5th international workshop on Bioinformatics, 2005

Distributed Data Streams Indexing using Content-Based Routing Paradigm.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

ViVo: Visual Vocabulary Construction for Mining Biomedical Images.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

A Unified Framework for Monitoring Data Streams in Real Time.
Proceedings of the 21st International Conference on Data Engineering, 2005

Current Challenges in Bioimage Database Design.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

DIST: a distributed spatio-temporal index structure for sensor networks.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Scalable ranking for preference queries.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Scalable Index Structures for Biological Data.
Proceedings of the Data Mining in Bioinformatics, 2005

2004
Optimizing Similarity Search for Arbitrary Length Time Series Queries.
IEEE Trans. Knowl. Data Eng., 2004

A Distributed Database for BioMolecular Images.
SIGMOD Record, 2004

Index-based Similarity Search for Protein Structure Databases.
J. Bioinformatics and Computational Biology, 2004

Progressive Searching of Biological Sequences.
IEEE Data Eng. Bull., 2004

Speeding up whole-genome alignment by indexing frequency vectors.
Bioinformatics, 2004

ProGreSS: Simultaneous Searching of Protein Databases by Sequence and Structure.
Proceedings of the Biocomputing 2004, 2004

Increasing Concurrency in Databases Using Program Analysis.
Proceedings of the ECOOP 2004, 2004

Automated Protein Classification Using Consensus Decision.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

SPREE: Object Prefetching for Mobile Computers.
Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004

2003
Querying and Mining Biological Databases.
OMICS, 2003

Browsing and placement of multi-resolution images on parallel disks.
Multimedia Syst., 2003

Faster Similarity Search for Multimedia Data Via Query Transformations.
Int. J. Image Graphics, 2003

Dynamic Query-Based Debugging of Object-Oriented Programs.
Autom. Softw. Eng., 2003

MAP: Searching Large Genome Databases.
Proceedings of the 8th Pacific Symposium on Biocomputing, 2003

Deriving phylogenetic trees from the similarity analysis of metabolic pathways.
Proceedings of the Eleventh International Conference on Intelligent Systems for Molecular Biology, June 29, 2003

PSI: indexing protein structures for fast similarity search.
Proceedings of the Eleventh International Conference on Intelligent Systems for Molecular Biology, June 29, 2003

Fast alignment of large genome databases.
Proceedings of the 19th International Conference on Data Engineering, 2003

Joining Massive High-Dimensional Datasets.
Proceedings of the 19th International Conference on Data Engineering, 2003

SWAT: Hierarchical Stream Summarization in Large Networks.
Proceedings of the 19th International Conference on Data Engineering, 2003

An Adaptive and Scalable Middleware for Distributed Indexing of Data Streams.
Proceedings of the Databases, 2003

Genome on Demand: Interactive Substring Searching.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

Towards Index-based Similarity Search for Protein Structure Databases.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

2002
Accelerating High-Dimensional Nearest Neighbor Queries.
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002

Similarity Searching for Multi-Attribute Sequences.
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002

An Efficient Index Structure for Shift and Scale Invariant Search of Multi-Attribute Time Sequences.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2001
Recovering distributed objects.
Inf. Process. Lett., 2001

Efficient Index Structures for String Databases.
Proceedings of the VLDB 2001, 2001

Modeling High-Dimensional Index Structures using Sampling.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Can a Shape Analysis Work at Run-time?
Proceedings of the 1st Java Virtual Machine Research and Technology Symposium, 2001

Variable Length Queries for Time Series Data.
Proceedings of the 17th International Conference on Data Engineering, 2001

2000
Design of the Kan distributed object system.
Concurrency - Practice and Experience, 2000

Stable and fault-tolerant object allocation.
Proceedings of the Nineteenth Annual ACM Symposium on Principles of Distributed Computing, 2000

1999
Dimensionality Reduction for Similarity Searching in Dynamic Databases.
Computer Vision and Image Understanding, 1999

External Logging on a Logical Ring.
Proceedings of the Eighteenth Annual ACM Symposium on Principles of Distributed Computing, 1999

Optimal Dynamic Range Searching in Non-replicating Index Structures.
Proceedings of the Database Theory, 1999

Dynamic Query-Based Debugging.
Proceedings of the ECOOP'99, 1999

1998
Efficient Dynamic Range Searching Using Data Replication.
Inf. Process. Lett., 1998

Dimensionality Reduction for Similarity Searching in Dynamic Databases.
Proceedings of the SIGMOD 1998, 1998

Improved Concurrency Control Techniques For Multi-Dimensional Index Structures.
IPPS/SPDP, 1998

1997
Scalable Access Within the Context of Digital Libraries.
Int. J. on Digital Libraries, 1997

Fault Tolerance Bounds for Memory Consistency.
Proceedings of the Distributed Algorithms, 11th International Workshop, 1997

Efficient View Maintenance at Data Warehouses.
Proceedings of the SIGMOD 1997, 1997

A brief survey of tertiary storage systems and research.
Proceedings of the 1997 ACM symposium on Applied Computing, 1997

Fault Tolerance Bounds for Memory Consistency.
Proceedings of the Sixteenth Annual ACM Symposium on Principles of Distributed Computing, 1997

Query-Based Debugging of Object-Oriented Programs.
Proceedings of the 1997 ACM SIGPLAN Conference on Object-Oriented Programming Systems, 1997

Low Latency MPI for Meiko CS/2 and ATM Clusters.
Proceedings of the 11th International Parallel Processing Symposium (IPPS '97), 1997

Browsing and Placement of Multiresolution Images on Parallel Disks.
IOPADS, 1997

Indexing Non-Uniform Spatial Data.
Proceedings of the International Database Engineering and Applications Symposium, 1997

Browsing and Placement of Multi-Resolution Images on Secondary Storage.
Proceedings of the International Conference on Multimedia Computing and Systems, 1997

Online Replication of Shared Variables.
Proceedings of the 17th International Conference on Distributed Computing Systems, 1997

A Java-Based Framework for Processing Distributed Objects.
Proceedings of the Conceptual Modeling, 1997

Scheduling Tertiary I/O in Database Applications.
Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997

Compositional Proofs for Concurrent Objects.
Proceedings of the Compositionality: The Significant Difference, International Symposium, 1997

Scalable Access Within the Context of Digital Libraries.
Proceedings of the 4th International Forum on Research and Technology Advances in Digital Libraries (ADL '97), 1997

1996
Localizing Failures in Distributed Synchronization.
IEEE Trans. Parallel Distrib. Syst., 1996

Bounded Timestamps in Process Networks.
Parallel Processing Letters, 1996

Parallelizing multidimensional index structures.
Proceedings of the Eighth IEEE Symposium on Parallel and Distributed Processing, 1996

The Impact of Hardware Models on Shared Memory Consistency Conditions.
Proceedings of the CONCUR '96, 1996

Efficient Retrieval for Browsing Large Image Databases.
Proceedings of the CIKM '96, Proceedings of the Fifth International Conference on Information and Knowledge Management, November 12, 1996

1995
Efficient Fault-Tolerant Algorithms for Distributed Resource Allocation.
ACM Trans. Program. Lang. Syst., 1995

A Framework for Programming with Nonatomic Memories.
J. Parallel Distrib. Comput., 1995

Efficient Implementation of Synchronous Communication over Asynchronous Networks.
J. Parallel Distrib. Comput., 1995

Complete Implementations for Shared Memory Consistency Conditions (Abstract).
Proceedings of the Fourteenth Annual ACM Symposium on Principles of Distributed Computing, 1995

1994
A Decompositional Approach to the Design of Parallel Programs.
IEEE Trans. Software Eng., 1994

The Elusive Atomic Register.
J. ACM, 1994

Naming Symmetric Processes Using Shared Variables.
Distributed Computing, 1994

Adaptive Solutions to the Mutual Exclusion Problem.
Distributed Computing, 1994

Coping with Contention (Extended Abstract).
Proceedings of the Distributed Algorithms, 8th International Workshop, 1994

Mixed Consistency: A Model for Parallel Programming (Extended Abstract).
Proceedings of the Thirteenth Annual ACM Symposium on Principles of Distributed Computing, 1994

A Framework for Programming Using Non-Atomic Variables.
Proceedings of the 8th International Symposium on Parallel Processing, 1994

Investigating Weak Memories Using Maya.
Proceedings of the Third International Symposium on High Performance Distributed Computing, 1994

1993
Consistency and Orderability: Semantics-Based Correctness Criteria for Databases.
ACM Trans. Database Syst., 1993

Rankers: A Classification of Synchronization Problems.
Sci. Comput. Program., 1993

Program Refinement in Fair Transition Systems.
Acta Inf., 1993

Distributed Job Scheduling Using Snapshots.
Proceedings of the Distributed Algorithms, 7th International Workshop, 1993

Adaptive Solutions to the Mutual Exclusion Problem (Extended Abstract).
Proceedings of the Twelth Annual ACM Symposium on Principles of Distributed Computing, 1993

1992
On Reasoning With the Global Time Assumption.
LOPLAS, 1992

Towards an Understanding of Unbounded Variables in Asynchronous Systems.
Inf. Process. Lett., 1992

Efficient Fault Tolerant Algorithms for Resource Allocation in Distributed Systems
Proceedings of the 24th Annual ACM Symposium on Theory of Computing, 1992

A Decompositional Approach to the Design of Efficient parallel Programs.
Proceedings of the PARLE '92: Parallel Architectures and Languages Europe, 1992

1991
Specification of Concurrent Objects Using Auxiliary Variables.
Sci. Comput. Program., 1991

Program Refinement in Fair Transition Systems.
Proceedings of the PARLE '91: Parallel Architectures and Languages Europe, 1991

Parallel programming: achieving portability through abstraction.
Proceedings of the 10th International Conference on Distributed Computing Systems (ICDCS 1991), 1991

A Formal Description of the IC* Model of Parallel Computation.
Proceedings of the Advances in Computing and Information, 1991

Flexible Program Structures for Concurrent Programming.
Proceedings of the Research Directions in High-Level Parallel Programming Languages, 1991

1990
An Axiomatization of Wait-Freedom and Low-Atomicity.
Proceedings of the Advances in Computing and Information, 1990

1989
Derivation of efficient parallel programs: An example from genetic sequence analysis.
International Journal of Parallel Programming, 1989

1987
The Elusive Atomic Register Revisited.
Proceedings of the Sixth Annual ACM Symposium on Principles of Distributed Computing, 1987


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