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ORCIDAmbuj K. Singh
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- affiliation: University of California, Santa Barbara, USA
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2020 – today
- 2021
[j59]Wei Ye
, Zhen Wang, Rachel Redberg, Ambuj K. Singh:
Tree++: Truncated Tree Based Graph Kernels. IEEE Trans. Knowl. Data Eng. 33(4): 1778-1789 (2021)- [c136]Arlei Silva, Ambuj K. Singh:
Group Testing on a Network. AAAI 2021: 4348-4356 - [c135]Hongyuan You, Sikun Lin, Ambuj K. Singh:
Learning Interpretable Models for Coupled Networks Under Domain Constraints. AAAI 2021: 10727-10736 - [c134]Arlei Lopes da Silva, Furkan Kocayusufoglu, Saber Jafarpour, Francesco Bullo, Ananthram Swami, Ambuj K. Singh:
Combining Physics and Machine Learning for Network Flow Estimation. ICLR 2021 - [c133]Zexi Huang, Arlei Silva, Ambuj K. Singh:
A Broader Picture of Random-walk Based Graph Embedding. KDD 2021: 685-695 - [i31]Hongyuan You, Sikun Lin, Ambuj K. Singh:
Learning Interpretable Models for Coupled Networks Under Domain Constraints. CoRR abs/2104.09069 (2021) - 2020
- [c132]Sourav Medya, Tianyi Ma, Arlei Silva, Ambuj K. Singh:
A Game Theoretic Approach For k-Core Minimization. AAMAS 2020: 1922-1924 - [c131]Sourav Medya, Tiyani Ma, Arlei Silva, Ambuj K. Singh:
A Game Theoretic Approach For Core Resilience. IJCAI 2020: 3473-3479 - [c130]Sahil Manchanda, Akash Mittal, Anuj Dhawan, Sourav Medya, Sayan Ranu, Ambuj K. Singh:
GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs. NeurIPS 2020 - [c129]Hongyuan You, Furkan Kocayusufoglu, Ambuj K. Singh:
DANR: Discrepancy-aware Network Regularization. SDM 2020: 208-216 - [i30]Wei Ye, Zhen Wang, Rachel Redberg, Ambuj K. Singh:
Tree++: Truncated Tree Based Graph Kernels. CoRR abs/2002.09846 (2020) - [i29]Wei Ye, Dominik Mautz, Christian Böhm, Ambuj K. Singh, Claudia Plant:
Incorporating User's Preference into Attributed Graph Clustering. CoRR abs/2003.11079 (2020) - [i28]Wei Ye, Omid Askarisichani, Alex T. Jones, Ambuj K. Singh:
DeepMap: Learning Deep Representations for Graph Classification. CoRR abs/2004.02131 (2020) - [i27]Omid Askarisichani, Ambuj K. Singh, Francesco Bullo, Noah E. Friedkin:
The 1995-2018 Global Evolution of the Network of Amicable and Hostile Relations Among Nation-States. CoRR abs/2005.06245 (2020) - [i26]Hongyuan You, Furkan Kocayusufoglu, Ambuj K. Singh:
DANR: Discrepancy-aware Network Regularization. CoRR abs/2006.00409 (2020) - [i25]Omid Askarisichani, Elizabeth Y. Huang, Kekoa S. Sato, Noah E. Friedkin, Francesco Bullo, Ambuj K. Singh:
Expertise and confidence explain how social influence evolves along intellective tasks. CoRR abs/2011.07168 (2020)
2010 – 2019
- 2019
- [j58]Victor Amelkin, Petko Bogdanov, Ambuj K. Singh:
A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks. ACM Trans. Knowl. Discov. Data 13(4): 38:1-38:34 (2019) - [c128]Thomas Schibler, Ambuj K. Singh, Subhash Suri:
On Multi-Dimensional Team Formation. CCCG 2019: 146-152 - [c127]Victor Amelkin, Ambuj K. Singh:
Fighting Opinion Control in Social Networks via Link Recommendation. KDD 2019: 677-685 - [i24]Sourav Medya, Arlei Silva, Ambuj K. Singh:
Influence Minimization Under Budget and Matroid Constraints: Extended Version. CoRR abs/1901.02156 (2019) - [i23]Sourav Medya, Tiyani Ma, Arlei Silva, Ambuj K. Singh:
K-Core Minimization: A Game Theoretic Approach. CoRR abs/1901.02166 (2019) - [i22]Sahil Manchanda, Akash Mittal, Anuj Dhawan, Sourav Medya, Sayan Ranu, Ambuj K. Singh:
Learning Heuristics over Large Graphs via Deep Reinforcement Learning. CoRR abs/1903.03332 (2019) - [i21]Haraldur Tómas Hallgrímsson, Richika Sharan, Scott T. Grafton, Ambuj K. Singh:
Estimating localized complexity of white-matter wiring with GANs. CoRR abs/1910.04868 (2019) - 2018
- [j57]Haraldur Tómas Hallgrímsson, Matthew Cieslak, Luca Foschini, Scott T. Grafton, Ambuj K. Singh:
Spatial coherence of oriented white matter microstructure: Applications to white matter regions associated with genetic similarity. NeuroImage 172: 390-403 (2018) - [j56]Sourav Medya, Jithin Vachery, Sayan Ranu, Ambuj K. Singh:
Noticeable Network Delay Minimization via Node Upgrades. Proc. VLDB Endow. 11(9): 988-1001 (2018) - [j55]Sourav Medya, Petko Bogdanov, Ambuj K. Singh:
Making a Small World Smaller: Path Optimization in Networks. IEEE Trans. Knowl. Data Eng. 30(8): 1533-1546 (2018) - [c126]Xuan-Hong Dang, Omid Askarisichani, Ambuj K. Singh:
Learning Multiclassifiers with Predictive Features that Vary with Data Distribution. IEEE BigData 2018: 673-682 - [c125]Furkan Kocayusufoglu, Minh X. Hoang, Ambuj K. Singh:
Summarizing Network Processes with Network-Constrained Boolean Matrix Factorization. ICDM 2018: 237-246 - [c124]Sourav Medya, Arlei Silva, Ambuj K. Singh, Prithwish Basu, Ananthram Swami:
Group Centrality Maximization via Network Design. SDM 2018: 126-134 - [c123]Arlei Silva, Ambuj K. Singh, Ananthram Swami:
Spectral Algorithms for Temporal Graph Cuts. WWW 2018: 519-528 - [i20]Haraldur Tómas Hallgrímsson, Matthew Cieslak, Luca Foschini, Scott T. Grafton, Ambuj K. Singh:
Spatial Coherence of Oriented White Matter Microstructure: Applications to White Matter Regions Associated with Genetic Similarity. CoRR abs/1802.05342 (2018) - 2017
- [j54]Ertugrul Necdet Ciftcioglu, Siddharth Pal, Kevin S. Chan, Derya H. Cansever, Ananthram Swami, Ambuj K. Singh, Prithwish Basu:
Topology Design Games and Dynamics in Adversarial Environments. IEEE J. Sel. Areas Commun. 35(3): 628-642 (2017) - [j53]Victor Amelkin, Francesco Bullo, Ambuj K. Singh:
Polar Opinion Dynamics in Social Networks. IEEE Trans. Autom. Control. 62(11): 5650-5665 (2017) - [c122]Alex T. Jones, Noah E. Friedkin, Ambuj K. Singh:
Modeling the Co-evolution of Committee Formation and Awareness Networks in Organizations. COMPLEX NETWORKS 2017: 881-894 - [c121]Victor Amelkin, Petko Bogdanov, Ambuj K. Singh:
A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks. ICDE 2017: 159-162 - [c120]Sourav Medya, Ludmila Cherkasova, Ambuj K. Singh:
Predictive modeling and scalability analysis for large graph analytics. IM 2017: 63-71 - [c119]Xuan-Hong Dang, Hongyuan You, Ambuj K. Singh, Scott T. Grafton:
Subnetwork Mining with Spatial and Temporal Smoothness. SDM 2017: 354-362 - [c118]Minh X. Hoang, Xuan-Hong Dang, Xiang Wu, Zhenyu Yan, Ambuj K. Singh:
GPOP: Scalable Group-level Popularity Prediction for Online Content in Social Networks. WWW 2017: 725-733 - [i19]Sourav Medya, Arlei Silva, Ambuj K. Singh, Prithwish Basu, Ananthram Swami:
Maximizing Coverage Centrality via Network Design: Extended Version. CoRR abs/1702.04082 (2017) - [i18]Arlei Silva, Ambuj K. Singh, Ananthram Swami:
Spectral Algorithms for Temporal Graph Cuts. CoRR abs/1702.04746 (2017) - [i17]Victor Amelkin, Ambuj K. Singh:
Disabling External Influence in Social Networks via Edge Recommendation. CoRR abs/1709.08139 (2017) - 2016
- [j52]Vishwakarma Singh, Bo Zong, Ambuj K. Singh:
Nearest Keyword Set Search in Multi-Dimensional Datasets. IEEE Trans. Knowl. Data Eng. 28(3): 741-755 (2016) - [c117]Minh X. Hoang, Yu Zheng, Ambuj K. Singh:
FCCF: forecasting citywide crowd flows based on big data. SIGSPATIAL/GIS 2016: 6:1-6:10 - [c116]Xuan-Hong Dang, Arlei Silva, Ambuj K. Singh, Ananthram Swami, Prithwish Basu:
Outlier Detection from Network Data with Subnetwork Interpretation. ICDM 2016: 847-852 - [c115]Sourav Medya, Petko Bogdanov, Ambuj K. Singh:
Towards Scalable Network Delay Minimization. ICDM 2016: 1083-1088 - [c114]Arlei Silva, Xuan-Hong Dang, Prithwish Basu, Ambuj K. Singh, Ananthram Swami:
Graph Wavelets via Sparse Cuts. KDD 2016: 1175-1184 - [c113]Ertugrul N. Ciftcioglu, Siddharth Pal, Kevin S. Chan, Derya H. Cansever, Ananthram Swami, Ambuj K. Singh, Prithwish Basu:
Topology design under adversarial dynamics. WiOpt 2016: 274-281 - [i16]Arlei Silva, Ramya Raghavendra, Mudhakar Srivatsa, Ambuj K. Singh:
Prediction-based Online Trajectory Compression. CoRR abs/1601.06316 (2016) - [i15]Arlei Silva, Xuan-Hong Dang, Prithwish Basu, Ambuj K. Singh, Ananthram Swami:
Graph Wavelets via Sparse Cuts. CoRR abs/1602.03320 (2016) - [i14]Sourav Medya, Petko Bogdanov, Ambuj K. Singh:
Towards Scalable Network Delay Minimization. CoRR abs/1609.08228 (2016) - [i13]Xuan-Hong Dang, Arlei Silva, Ambuj K. Singh, Ananthram Swami, Prithwish Basu:
Outlier Detection from Network Data with Subnetwork Interpretation. CoRR abs/1610.00054 (2016) - 2015
- [j51]Bo Zong, Xusheng Xiao, Zhichun Li, Zhenyu Wu, Zhiyun Qian, Xifeng Yan, Ambuj K. Singh, Guofei Jiang:
Behavior Query Discovery in System-Generated Temporal Graphs. Proc. VLDB Endow. 9(4): 240-251 (2015) - [c112]Arlei Silva, Petko Bogdanov, Ambuj K. Singh:
Hierarchical in-network attribute compression via importance sampling. ICDE 2015: 951-962 - [c111]Xuan-Hong Dang, Hongyuan You, Petko Bogdanov, Ambuj K. Singh:
Learning Predictive Substructures with Regularization for Network Data. ICDM 2015: 81-90 - [c110]Bruno Ribeiro, Minh X. Hoang, Ambuj K. Singh:
Beyond Models: Forecasting Complex Network Processes Directly from Data. WWW 2015: 885-895 - [i12]Victor Amelkin, Ambuj K. Singh, Petko Bogdanov:
A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks. CoRR abs/1510.05058 (2015) - [i11]Bo Zong, Xusheng Xiao, Zhichun Li, Zhenyu Wu, Zhiyun Qian, Xifeng Yan, Ambuj K. Singh, Guofei Jiang:
Behavior Query Discovery in System-Generated Temporal Graphs. CoRR abs/1511.05911 (2015) - [i10]Xuan-Hong Dang, Ambuj K. Singh, Petko Bogdanov, Hongyuan You, Bayyuan Hsu:
Discriminative Subnetworks with Regularized Spectral Learning for Global-state Network Data. CoRR abs/1512.06173 (2015) - 2014
- [j50]Petko Bogdanov, Michael Busch, Jeff Moehlis, Ambuj K. Singh, Boleslaw K. Szymanski:
Modeling individual topic-specific behavior and influence backbone networks in social media. Soc. Netw. Anal. Min. 4(1): 204 (2014) - [c109]Bo Zong, Ramya Raghavendra, Mudhakar Srivatsa, Xifeng Yan, Ambuj K. Singh, Kang-Won Lee:
Cloud service placement via subgraph matching. ICDE 2014: 832-843 - [c108]Minh X. Hoang, Ram Ramanathan, Ambuj K. Singh:
Structure and evolution of missed collaborations in large networks. INFOCOM Workshops 2014: 849-854 - [c107]Bo Zong, Yinghui Wu, Jie Song, Ambuj K. Singh, Hasan Çam, Jiawei Han, Xifeng Yan:
Towards scalable critical alert mining. KDD 2014: 1057-1066 - [c106]Xuan-Hong Dang, Ambuj K. Singh, Petko Bogdanov, Hongyuan You, Bayyuan Hsu:
Discriminative Subnetworks with Regularized Spectral Learning for Global-State Network Data. ECML/PKDD (1) 2014: 290-306 - [c105]Sayan Ranu, Minh X. Hoang, Ambuj K. Singh:
Applications of Top-k Representative Queries. SWIM 2014: 40:1-40:2 - [c104]Sayan Ranu, Minh X. Hoang, Ambuj K. Singh:
Answering top-k representative queries on graph databases. SIGMOD Conference 2014: 1163-1174 - [i9]Vishwakarma Singh, Ambuj K. Singh:
Nearest Keyword Set Search in Multi-dimensional Datasets. CoRR abs/1409.3867 (2014) - 2013
- [j49]Brian E. Ruttenberg, Gabriel Luna, Geoffrey P. Lewis, Steven K. Fisher, Ambuj K. Singh:
Quantifying spatial relationships from whole retinal images. Bioinform. 29(7): 940-946 (2013) - [j48]Jian Wu, Ziyu Guan, Qing Zhang, Ambuj K. Singh, Xifeng Yan:
Static and Dynamic Structural Correlations in Graphs. IEEE Trans. Knowl. Data Eng. 25(9): 2147-2160 (2013) - [c103]Petko Bogdanov, Michael Busch, Jeff Moehlis, Ambuj K. Singh, Boleslaw K. Szymanski:
The social media genome: modeling individual topic-specific behavior in social media. ASONAM 2013: 236-242 - [c102]Kathy Macropol, Petko Bogdanov, Ambuj K. Singh, Linda R. Petzold, Xifeng Yan:
I act, therefore I judge: network sentiment dynamics based on user activity change. ASONAM 2013: 396-402 - [c101]Petko Bogdanov, Ambuj K. Singh:
Accurate and scalable nearest neighbors in large networks based on effective importance. CIKM 2013: 1009-1018 - [c100]Nicholas D. Larusso, Ambuj K. Singh:
Efficient tracking and querying for coordinated uncertain mobile objects. ICDE 2013: 182-193 - [c99]Misael Mongiovì, Petko Bogdanov, Ambuj K. Singh:
Mining Evolving Network Processes. ICDM 2013: 537-546 - [c98]Sayan Ranu, Minh X. Hoang, Ambuj K. Singh:
Mining discriminative subgraphs from global-state networks. KDD 2013: 509-517 - [c97]Petko Bogdanov, Ben Baumer, Prithwish Basu, Amotz Bar-Noy, Ambuj K. Singh:
As Strong as the Weakest Link: Mining Diverse Cliques in Weighted Graphs. ECML/PKDD (1) 2013: 525-540 - [c96]Petko Bogdanov, Christos Faloutsos, Misael Mongiovì, Evangelos E. Papalexakis, Razvan Ranca, Ambuj K. Singh:
NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks. SDM 2013: 28-36 - [p4]Nicholas D. Larusso, Ambuj K. Singh:
Sensing for Mobile Objects. Managing and Mining Sensor Data 2013: 299-348 - [i8]Petko Bogdanov, Michael Busch, Jeff Moehlis, Ambuj K. Singh, Boleslaw K. Szymanski:
The Social Media Genome: Modeling Individual Topic-Specific Behavior in Social Media. CoRR abs/1307.0309 (2013) - 2012
- [j47]Kristian Kvilekval, Dmitry Fedorov, Utkarsh Gaur, Steve Goff, Nirav C. Merchant, B. S. Manjunath, Ambuj K. Singh:
Bisque: Advances in Bioimage Databases. IEEE Data Eng. Bull. 35(3): 56-64 (2012) - [c95]Vishwakarma Singh, Ambuj K. Singh:
SIMP: accurate and efficient near neighbor search in high dimensional spaces. EDBT 2012: 492-503 - [c94]Sayan Ranu, Ambuj K. Singh:
Indexing and mining topological patterns for drug discovery. EDBT 2012: 562-565 - [c93]Bo Zong, Yinghui Wu, Ambuj K. Singh, Xifeng Yan:
Inferring the Underlying Structure of Information Cascades. ICDM 2012: 1218-1223 - [c92]Misael Mongiovì, Ambuj K. Singh, Xifeng Yan, Bo Zong, Konstantinos Psounis:
Efficient multicasting for delay tolerant networks using graph indexing. INFOCOM 2012: 1386-1394 - [c91]Ambuj K. Singh:
Modeling Complex Diseases Using Discriminative Network Fragments - (Invited Keynote Talk). ISBRA 2012: 249 - [c90]Kathy Macropol, Ambuj K. Singh:
Reachability Analysis and Modeling of Dynamic Event Networks. ECML/PKDD (1) 2012: 442-457 - [c89]Misael Mongiovì, Petko Bogdanov, Razvan Ranca, Ambuj K. Singh, Evangelos E. Papalexakis, Christos Faloutsos:
SigSpot: mining significant anomalous regions from time-evolving networks (abstract only). SIGMOD Conference 2012: 865 - [i7]Bo Zong, Yinghui Wu, Ambuj K. Singh, Xifeng Yan:
Inferring the Underlying Structure of Information Cascades. CoRR abs/1210.3587 (2012) - [i6]Nicholas D. Larusso, Brian E. Ruttenberg, Ambuj K. Singh:
A Latent Parameter Node-Centric Model for Spatial Networks. CoRR abs/1210.4246 (2012) - 2011
- [j46]Kyle C. Chipman, Ambuj K. Singh:
Using Stochastic Causal Trees to Augment Bayesian Networks for Modeling eQTL Datasets. BMC Bioinform. 12: 7 (2011) - [j45]Sayan Ranu, Ambuj K. Singh:
Novel Method for Pharmacophore Analysis by Examining the Joint Pharmacophore Space. J. Chem. Inf. Model. 51(5): 1106-1121 (2011) - [j44]Sayan Ranu, Ambuj K. Singh:
Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions. Proc. VLDB Endow. 5(3): 169-180 (2011) - [j43]Brian E. Ruttenberg, Ambuj K. Singh:
Indexing the Earth Mover's Distance Using Normal Distributions. Proc. VLDB Endow. 5(3): 205-216 (2011) - [c88]Kathy Macropol, Ambuj K. Singh:
Content-based Modeling and Prediction of Information Dissemination. ASONAM 2011: 21-28 - [c87]Nicholas D. Larusso, Ambuj K. Singh:
Synopses for probabilistic data over large domains. EDBT 2011: 389-400 - [c86]Petko Bogdanov, Misael Mongiovì, Ambuj K. Singh:
Mining Heavy Subgraphs in Time-Evolving Networks. ICDM 2011: 81-90 - [c85]Ziyu Guan, Jian Wu, Qing Zhang, Ambuj K. Singh, Xifeng Yan:
Assessing and ranking structural correlations in graphs. SIGMOD Conference 2011: 937-948 - [c84]Roman Vitenberg, Dmitry Zinenko, Kristian Kvilekval, Ambuj K. Singh:
Analyzing Performance of Lease-Based Schemes under Failures. SRDS 2011: 193-202 - [i5]Sayan Ranu, Ambuj K. Singh:
Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions. CoRR abs/1111.7165 (2011) - [i4]Brian E. Ruttenberg, Ambuj K. Singh:
Indexing the Earth Mover's Distance Using Normal Distributions. CoRR abs/1111.7168 (2011) - 2010
- [j42]Kristian Kvilekval, Dmitry Fedorov, Boguslaw Obara, Ambuj K. Singh, B. S. Manjunath:
Bisque: a platform for bioimage analysis and management. Bioinform. 26(4): 544-552 (2010) - [j41]Kathy Macropol, Ambuj K. Singh:
Scalable Discovery of Best Clusters on Large Graphs. Proc. VLDB Endow. 3(1): 693-702 (2010) - [j40]Petko Bogdanov, Ambuj K. Singh:
Molecular Function Prediction Using Neighborhood Features. IEEE ACM Trans. Comput. Biol. Bioinform. 7(2): 208-217 (2010) - [j39]Anindya Sarkar, Vishwakarma Singh, Pratim Ghosh, Bangalore S. Manjunath, Ambuj K. Singh:
Efficient and Robust Detection of Duplicate Videos in a Large Database. IEEE Trans. Circuits Syst. Video Technol. 20(6): 870-885 (2010) - [c83]Vishwakarma Singh, Arnab Bhattacharya, Ambuj K. Singh:
Querying spatial patterns. EDBT 2010: 418-429 - [c82]Vishwakarma Singh, Sharath Venkatesha, Ambuj K. Singh:
Geo-clustering of Images with Missing GeoTags. GrC 2010: 420-425 - [c81]Petko Bogdanov, Nicholas D. Larusso, Ambuj K. Singh:
Towards Community Discovery in Signed Collaborative Interaction Networks. ICDM Workshops 2010: 288-295 - [c80]Arnab Bhattacharya, Abhishek Bhowmick, Ambuj K. Singh:
Finding Top-k Similar Pairs of Objects Annotated with Terms from an Ontology. SSDBM 2010: 214-232 - [p3]Huahai He, Ambuj K. Singh:
Query Language and Access Methods for Graph Databases. Managing and Mining Graph Data 2010: 125-160 - [i3]Arnab Bhattacharya, Abhishek Bhowmick, Ambuj K. Singh:
Finding top-k similar pairs of objects annotated with terms from an ontology. CoRR abs/1001.2625 (2010) - [i2]Vishwakarma Singh, Ambuj K. Singh:
Profile Based Sub-Image Search in Image Databases. CoRR abs/1010.1496 (2010)
2000 – 2009
- 2009
- [j38]Orhan Çamoglu, Tolga Can, Ambuj K. Singh:
Accurate and Scalable Techniques for the Complex/Pathway Membership Problem in Protein Networks. Adv. Bioinformatics 2009: 787128:1-787128:9 (2009) - [j37]Kyle C. Chipman, Ambuj K. Singh:
Predicting genetic interactions with random walks on biological networks. BMC Bioinform. 10 (2009) - [j36]Kathy Macropol, Tolga Can, Ambuj K. Singh:
RRW: repeated random walks on genome-scale protein networks for local cluster discovery. BMC Bioinform. 10: 283 (2009) - [j35]Sayan Ranu, Ambuj K. Singh:
Mining Statistically Significant Molecular Substructures for Efficient Molecular Classification. J. Chem. Inf. Model. 49(11): 2537-2550 (2009) - [j34]Ahmet Bulut, Nick Koudas, Anand Meka, Ambuj K. Singh, Divesh Srivastava:
Optimization Techniques for Reactive Network Monitoring. IEEE Trans. Knowl. Data Eng. 21(9): 1343-1357 (2009) - [c79]Sayan Ranu, Ambuj K. Singh:
GraphSig: A Scalable Approach to Mining Significant Subgraphs in Large Graph Databases. ICDE 2009: 844-855 - [i1]Vishwakarma Singh, Arnab Bhattacharya, Ambuj K. Singh:
Finding Significant Subregions in Large Image Databases. CoRR abs/0906.3585 (2009) - 2008
- [j33]Arnab Bhattacharya, Sasha Levy, Adria LeBoeuf, Michelle Gaylord, Leslie Wilson, Ambuj K. Singh, Stuart C. Feinstein:
A general modeling and visualization tool for comparing different members of a group: application to studying tau-mediated regulation of microtubule dynamics. BMC Bioinform. 9 (2008) - [c78]Vebjorn Ljosa, Ambuj K. Singh:
Top-k Spatial Joins of Probabilistic Objects. ICDE 2008: 566-575 - [c77]Huahai He, Ambuj K. Singh:
Graphs-at-a-time: query language and access methods for graph databases. SIGMOD Conference 2008: 405-418 - [c76]Vishwakarma Singh, Arnab Bhattacharya, Ambuj K. Singh:
Efficient Computation of Statistical Significance of Query Results in Databases. SSDBM 2008: 509-516 - 2007
- [c75]Vebjorn Ljosa, Ambuj K. Singh:
APLA: Indexing Arbitrary Probability Distributions. ICDE 2007: 946-955 - [c74]Huahai He, Ambuj K. Singh:
Efficient Algorithms for Mining Significant Substructures in Graphs with Quality Guarantees. ICDM 2007: 163-172 - [c73]Arnab Bhattacharya, Anand Meka, Ambuj K. Singh:
MIST: Distributed Indexing and Querying in Sensor Networks using Statistical Models. VLDB 2007: 854-865 - [p2]Ahmet Bulut, Ambuj K. Singh:
Indexing and Querying Data Streams. Data Streams - Models and Algorithms 2007: 237-259 - 2006
- [j32]Orhan Çamoglu, Tolga Can, Ambuj K. Singh:
Integrating multi-attribute similarity networks for robust representation of the protein space. Bioinform. 22(13): 1585-1592 (2006) - [c72]Vebjorn Ljosa, Arnab Bhattacharya, Ambuj K. Singh:
Indexing Spatially Sensitive Distance Measures Using Multi-resolution Lower Bounds. EDBT 2006: 865-883 - [c71]Anand Meka, Ambuj K. Singh:
Distributed Spatial Clustering in Sensor Networks. EDBT 2006: 980-1000 - [c70]Huahai He, Ambuj K. Singh:
Closure-Tree: An Index Structure for Graph Queries. ICDE 2006: 38 - [c69]Vebjorn Ljosa, Arnab Bhattacharya, Ambuj K. Singh:
LB-Index: A Multi-Resolution Index Structure for Images. ICDE 2006: 144 - [c68]