PUBLICATIONS
- Faris Alqadah and Raj Bhatnagar. Discovering Substantial
Distinctions among Incremental Bi-Clusters, To be presented at the SIAM
International Conference on Data Mining (SDM 09) in April 2009.
- Shriram Narayanswamy, Raj Bhatnagar. A Lattice-Based Model for
Recommender Systems Proceedings of the International Conference on
Tools with Artificial intelligence (ICTAI 2008) pp. 349-356. Download
- Faris Alqadah, Raj Bhatnagar. Detecting significant
distinguishing sets among bi-clusters. Proceedings of the CIKM 2008.
- Faris Alqadah, Raj Bhatnagar. An effective algorithm for mining
3-clusters in vertically partitioned data. Proceedings of the CIKM
2008, 1103-1112.
- Haiyun Bian, Raj Bhatnagar. An Algorithm for Mining
Weighted Dense Maximal 1-Complete Regions. Data Mining: Foundations and
Practice, 31-48, Springer Verlag, 2008.
- Ahmed Khedr and Raj Bhatnagar. Agents for Integrating Distributed
Data for Complex Computations. Computing and Informatics Journal, Vol.
26, 2007, 149-170.
- Eric T. Matson, Raj Bhatnagar. Knowledge Sharing Between Agents
in a Transitioning Organization. Proceedings of the COIN 2007 published
as book Coordination, Organizations, Institutions, and Norms in Agent
Systems - III, Springer Verlag, 2007, pp. 187-202.
- Amit Sinha and Raj Bhatnagar. Efficient and Scalable Motif
Discovery using Graph-based Search, Proceedings of the IEEE Symposium
on Computation Biology, CIBCB07, April 2007.
- Haiyun Bian, Raj Bhatnagar, and Barrington Young. An Efficient
Constraint-Based Closed Set Mining Algorithm. Proceedings of the
International Conference on Machine Learning and Applications (ICMLA
2007), pp. 67-72.
- Barrington Young, Raj Bhatnagar, Giridhar Tatavarty, and Haiyun
Bian. Covariance matrix Computations with Federated databases.
Proceedings of the International Conference on Machine Learning and
Applications (ICMLA 2007), pp. 172-177.
- Sasthakumar Ramamurthy and Raj Bhatnagar. Tracking Recurrent
Concept Drift in Streaming Data Using Ensemble Classifiers. Proceedings
of the International Conference on Machine Learning and Applications
(ICMLA 2007), pp. 404-409.
- Amit Sinha, Mukta Phatak, Raj Bhatnagar, and Anil Jegga.
Identifying Functional Building Motifs of Tumor Protein p53 Using
Support Vector Machines. Proceedings of the International Conference on
Machine Learning and Applications (ICMLA 2007), pp. 506-511.
- Giridhar Tatavarty and Raj Bhatnagar. Discovery of Temporal
Dependencies between Frequent Patterns in Multivariate Time Series,
Proceedings of the Computational Intelligence and Data Mining Symposium
(CIDM 2007) held in Hawai in April 2007.
- Laxmi Santhanam, Dharma Agrawal, and Raj Bhatnagar. A Perceptron
based Classifier for Detecting Malicious Route Floods in Multihop
Wireless Mesh Networks. Proceedings of the International Conference on
Wireless and Mobile Communications, Guadeloupe, French Caribbean (March
4th to March 8th 2007).
- Eric Matson and Raj Bhatnagar. Properties of Capability Based
Agent Organization Transition, Proceedings of the Intelligent Agent
Technologies (IAT 2006) conference held in Hong Kong in December 2006.
- Barrington Young and Raj Bhatnagar. Secure K-NN Algorithm for
Distributed Databases, Proceedings of the Privacy Security and Trust
Conference, 2006, pp. 485-490.
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- Haiyun Bian, Raj Bhatnagar: Efficiently Mining Maximal
1-complete Regions from Dense Datasets. ICDM Workshop on Foundations of
data Mining 2006, Proceedings of ICDM Workshops, pp 423-427
- Haiyun Bian and Raj Bhatnagar. Towards More Supervised Subspace
Clustering, Proceedings of the MAICS 2006 conference, held in
Valparaiso, OH April 2006.
- Arvind Muthukrishnan and Raj Bhatnagar. Concept-based
Organization and Retrieval of Technical Documents. Proceedings of the
MAICS 2006 conference, held in Valparaiso, OH April 2006.
- Abhishek Sharma and Raj Bhatnagar. Clustering Spatio-Temporal
patterns Using Level wise Search. Proceedings of the MAICS 2006
conference, held in Valparaiso, OH April 2006.
- Barrington Young and Raj Bhatnagar. Algorithms for Finding
Nearest Neighbors in Distributed Databases. Proceedings of the 11th
IPMU (Information processing and Management of Uncertainty in
Knowledge-Based systems) Conference held in Paris, France, in July
2006.
- Haiyun Bian and Raj Bhatnagar. A Level wise Algorithm for
Interesting Subspace Clusters. Proceedings of the 2005 IEEE
International Conference on Data Mining, held in November 2005.
- Lynne Vettel and Raj Bhatnagar. Learning Deterministic Finite
Automata to Capture Temporal Patterns. Proceedings of the 2nd Indian
International Conference on Artificial Intelligence, December 2005.
- Haiyun Bian and Raj Bhatnagar. An Algorithm for
Lattice-Structured subspace clustering, Proceedings of the SIAM
International Conference on Data Mining, April 2005. Download
- Ahmed Khedr and Raj Bhatnagar, Decomposable Algorithms for
Minimum Spanning Tree, Presented at the International Workshop on
Distributed Computing, December 2003, Springer Verlag notes on Computer
Science, vol. 2918. Download
- Wen Niu and Raj Bhatnagar. Mining Temporal Databases for
Subsequence Patterns, Proceedings of the SIAM International Conference
on Data Mining held in May 2003. Download
- Raj Bhatnagar, Goutham Kurra and Wen Niu. Mining High Dimensional
Data for Classifier Knowledge. Proceedings of the International
Conference on Knowledge Discovery and Data Mining (KDD 2003), held in
Washington DC, 2003, pp. 481-486. Download
- Lynne Vettel, Raj Bhatnagar. Learning Automata to capture
Temporal Patterns. Proceedings of the International Conference on
Machine Learning and Applications, 2002.
- Mining Microarray Expression Data for Classifier Gene Cores.
Proceedings of BIOKDD-2001, available at:
http://www.cs.rpi.edu/~zaki/BIOKDD01/.
- Goutham Kurra, Wen Niu, Raj Bhatnagar. A Heuristic Search for
Discovering Classifier Gene Sets. Presented at the Critical Assessment
of Microarray Data Mining '00 (CAMDA00) Conference held at Duke
University, December 2000.
- Raj Bhatnagar. Probabilistic Reasoning by Cooperative
Distributed Databases, Proceedings of the IPMU Conference held in
Madrid in July 2000.
- Raj Bhatnagar, Steve Meyers. Extent of Intra-Class variability
and Class Models, proceedings of SPIE's 2000 Conference on Algorithms
for Synthetic Aperture Radar Imagery - VII, held in April 2000.
- Raj Bhatnagar, Vijay Tennety, Rob Williams. Grammatical Inference
based Classifier for HRR Signatures, proceedings of SPIE's 2000
Conference on Algorithms for Synthetic Aperture Radar Imagery - VII,
held in April 2000.
- Raj Bhatnagar, Barrington Young. Computations in Distributed
Knowledge Environments, Proceedings of ADCOM-99 conference, held in
December 1999 at Roorkee, India.
- Raj Bhatnagar, Rob Williams, Tushar Kant. A Belief Function
Based Approach for Classification of HRR Signatures'' Proceedings of
SPIE's 1999 conference on Algorithms for Synthetic Aperture Radar
Imagery - VI.
- Raj Bhatnagar, Ron Dilsavor, Mark Minardi, Dax Pitts. A Study of
Intra-Class Variability in ATR Systems. Proceedings of SPIE's 1998
conference on Algorithms for Synthetic Aperture Radar Imagery - V.
- Raj Bhatnagar, Sriram Srinivasan. Pattern Discovery in
Distributed Databases.Proceedings of the AAAI-97 Conference held at
Providence, RI, in July 1997, pp. 503-508.
- Raj Bhatnagar. Decomposable Algorithms for Data Mining. In Data
Mining for Scientific and Engineering Applications edited by Robert
Grossman, Chandrika Kamath and Philip Kegelmeyer. Published by Kluwer
Academic Publishers, October, 2001, pp. 307-317.
- Raj Bhatnagar, Richard Horvitz, Rob WIlliams. A Hybrid System
for Target Classification, in Pattern Recognition Letters, 18(1997) pp
1399-1403.
- Raj Bhatnagar. Context Hypothesization Using Probabilistic
Knowledge, in Fundamental Informatica vol. 23, No. 4, August, 1995, pp.
225-246.
- Raj Bhatnagar, Laveen N. Kanal. Models from Data for Various
Types of Reasoning, in the book Selecting Models from Data edited by
Peter Cheesan and R W Oldford and published by Springer-Verlag in the
Lecture Notes in Statistics series, #89, pp. 173-180, 1994. 42.
- Raj Bhatnagar, Laveen N. Kanal. Structural and Probabilistic
Knowledge for Abductive Reasoning, in IEEE Transactions on Pattern
Analysis and Machine Intelligence, vol. 15, number 3, March 1993.
- Raj Bhatnagar, Laveen N. Kanal. Models of Inquiry and Formalisms
for Approximate Reasoning, published in the book Fuzzy Logic for the
Management of Uncertainty edited by Lotfi A Zadeh and Janusz Kacprzyk.
Published by John Wiley and Sons, Inc. New York, 1992, pp. 29-54.
- Raj Bhatnagar, Laveen N. Kanal. Using Probabilities as Control
Knowledge to Search for Suitable Problem Models in Automated Reasoning.
Appeared inOperations Research and Artificial Intelligence : The
Integration of Problem Solving Strategies, ed. Donald E. Brown. Kluwer
Academic Publishers, 1991.
- Raj Bhatnagar. Decision Tree Induction by Cooperating Agents
.Proceedings of the Workshop on Multi-Agent Learning held at
Providence, RI, in July 1997.
- Raj Bhatnagar, Rob Williams. Templates with Lower Mean-Square
Error for ATR.Conference on Algorithms for Synthetic Aperture Radar
Imagery - IV, held as part of SPIE's 11th international symposium held
in April 1997.
- Raj Bhatnagar. Exploratory Model Building.Proceedings of the
10th International Conference on Uncertainty in AI - held in July 1994
at Seattle, pp. 77-85.
- Raj Bhatnagar. Learning Characteristic Rules in a Target
Language .Proceedings of the Pattern Recognition in Practice - IV
Conference, held in June 1994 in Netherlands, pp. 267-278, Published by
North Holland, 1994.
- Raj Bhatnagar. Abduction of Precise Situation Models. Presented
at the Second International Symposium on Uncertainty Modeling and
Analysis held in April 1993. Proceedings published by IEEE.
- Raj Bhatnagar. Construction of Domain Models from Data.
Presented at the Fourth Workshop on Artificial Intelligence and
Statistics held in January 1993 at Ft Lauderdale, Fla. (jointly with L.
N. Kanal)
- Raj Bhatnagar, Laveen N. Kanal. Reasoning by Hypothesizing Causal
Models. Presented at the IEEE symposium on uncertainty modeling in
December 1990.
- .Raj Bhatnagar. A Formalism for Automated Generation of Preferred
Arguments, Proceedings of AAAI Symposium on Argumentation and Belief,
held in Mar. 1991 at Stanford University, pp. 39-61 of Proceedings.
- Raj Bhatnagar, S. K. Guha, Sneh Anand, Arun Agarwal, Narendra
Bansal. Realization of Microprocessor based reading Aid for the Blind
Proceedings of the 1981 annual conference of Computer Society of India,
pp.268-275.