Department of CSE

BOOKS AUTHORED/EDITED : 18


TECHNICAL BOOKS (Authored)

  1. DDoS Attack: Evolution, Detection, Prevention, Reaction and Tolerance, co-author: Prof Jugal K Kalita of UCCS, USA; Publisher: CRC Press, Taylor and Francis Group, 2016;[ISBN-10: 1498729649; ISBN-13: 978-1498729642]
  2. Network Traffic Anomaly Detection and Prevention-- Concepts, Techniques and Tools; Co-authors: Dr Monowar H Bhuyan (KU, India) and Prof Jugal K Kalita (UCCS, USA); Publisher: Springer, 5th September, 2017 [ISBN: 978-3319651866; Pages: 263]
  3. Network Anomaly Detection from Machine Learning Perspective, co-author: Prof Jugal K Kalita of UCCS, USA; Publisher: CRC Press, Taylor and Francis Group; Total pages: 366; Published in July, 2013; ISBN: 978-1-4665-8208-8
  4. Clustering Techniques in Spatial Data Analysis, co-authors: S Sharma, R Sharma and J K Kalita, published by Verlag DM AG & Co, KG, Germany; ISBN :978-3-8473-4150-5
  5. Data Mining Techniques and Its Application in Medical Imagery, co-author : Swarup Roy and published by Verlag DM (VDM) AG & Co. KG (www.vdm-verlag.de) ; ISBN 978-3-639-26746-4

TECHNICAL BOOKS (Edited)

  1. Machine Intelligence- Recent Advances , co-authors: Utpal Sharma and B Nath, and published by Narosa Pvt Limited , New Delhi , ISBN: 978-81-8487-140-1, March, 2011
  2. Network and Information Security , co-edited by Prof N Sarma and published by Narosa Pvt Ltd, New Delhi , March, 2013; ISBN:978-81-8487-314-6
  3. Network Security: Issues, Challenges and Techniques , co-edited by Dr N Sharma and published by Narosa Pvt Ltd, New Delhi , June, 2010; ISBN No 978-81-8487-088-6.
  4. Algorithms in Its Application co-edited with Dr Utpal Sharma and published by Narosa Pvt Ltd., New Delhi , January, 2010; ISBN No 978-81-8487-082-4.
  5. Networks, Data Mining and Artificial Intelligence: co-edited by Dr S Hazarika and published by Narosa Pvt Ltd., New Delhi January, 2006; ISBN No:81-7319-755-5.
  6. Networks, Security and Soft Computing: co-edited by Dr S Hazarika and published by Narosa Pvt Ltd., New Delhi , March, 2007; ISBN No:978-81-7319-868-7

LITERARY BOOKS (Authored in Assamese)

  1. Sannidhya: An Asamese Novel for younger generation. [Published by Purbuttar Prakashan, Assam; Pages : 84]
  2. Etihasar Keitimaan Dhusar Pristha: An Asamese Novel based on India's Freedom Movement. [Published by Bani Mandir, Assam; Pages :176;
  3. Computer Siku Aaha, co-authored with Mr N Dutta; An Asamese reference book on Fundamentals of Computer Science for higher secondary students, published by Akanir Sahitya Sabha, Nagaon, Assam, January, 2012; Pages : 159 [ ISBN 978-81-922675-1-7 ]
  4. Vishwa Vishrut Computer Bijnanee, An Assamese Biography of twenty great computer scientists (Part I), published by Akanir Sahitya Sabha, Nagaon, Assam, First Edition : December, 2011, [ISBN 978-81-922675-2-4]
  5. Christopheror Coloradot Ebhumuki, a novel in Assamese based on my visit to Colorado Spring, USA in 2012(First draft completed)
  6. Biometric Promaneekoron, co-authored with Dr Minakshi Gogoi of GIMT, Guwahati, Assam; Published by Tezpur University and printed by Bhabanee Printers, April, 2018
  7. Korkot Rugor Chikitsa and Protyahban , co-edited with Dr Pankaj Borah of Tezpur University; Published by Tezpur University and printed by Bhabanee Printers, April, 2018 [ISBN:978-81-937452-0-5].

BOOK CHAPTERS (Peer Reviewed)

  1. D K Bhattacharyya, A Das and R K Das, A New Distributed Algorithm for Large Data Clustering, in the LNCS, Vol. 1983, Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents, pp 29-34,2000, ISBN:3-540-41450-9.
  2. A Das and D K Bhattacharyya, Efficient Rule Mining in Dynamic databases, in the Distributed Computing - IWDC 2004, LNCS Series, DOI: 10.1007/b104419, pp 46-51, 2004.
  3. A Das and D K Bhattacharyya, Density based View Materialization, in the Pattern Recognition and Machine Intelligence, LNCS by Springer-Verlag, DOI: 10.1007/11590316, pp 589-594, December, 2005.
  4. S Roy and D K Bhattacharyya, An Approach to Find Embedded Clusters Using Density Based Technique, in the Distributed Computing and Internet Technology, LNCS 3816, Springer-Verlag Berlin Heidelberg,DOI: 10.1007/11604655, pp 523-535, 2005.
  5. B Bora and D K Bhattacharyya, Image Retrieval by Content Using Segmentation Approach, in the Pattern Recognition and Machine Intelligence, LNCS, volume 3776, Springer-Verlag, DOI: 10/1007/1159031687, pp: 551-556, 2005;
  6. R Das, S Sharma and D K Bhattacharyya, DGDCT: A Distributed Grid-Density Based Algorithm for Intrinsic Cluster Detection, in the Distributed Computing and Networking, LNCS ISSN 0302-9743,DOI: 10.1007/978-3-540-77444-0, pp 239-250, Kolkata, India.
  7. S. Sarmah and D.K. Bhattacharyya, DisClus: A Distributed Clustering Technique over High Resolution Satellite Data, in the Distributed Computing and Networking, LNCS 5935, ISSN 0302-9743, pp 353-364, 2010, Springer-Verlag, Kolkata, India.
  8. S Roy and D K Bhattacharyya, Data Clustering Techniques: A Review, in the Networks,Data Mining and Artificial Intelligence, Narosa, India, pp 139-152, 2006
  9. A Das and D K Bhattacharyya, Finding Frequent Itemsets over High Dimensional Data Using Partitioning FP-growth, in the Networks,Data Mining and Artificial Intelligence, Narosa, India, pp 130-138, 2006
  10. B Bora and D K Bhattacharyya, An Entropy based Hierarchical Clustering Algorithm for Categorical and Mixed Type Data, in the Networks,Data Mining and Artificial Intelligence, Narosa, India, pp 153-162, 2006
  11. J S Choudhury, Y das, R K Das and D K Bhattacharyya, CAMAN: A CA based Authentication Scheme for MANET, in the Networks, Security and Soft Computing, Narosa, India, [ISBN 978-81-7319-868-7], pp 63-73, Tezpur, India
  12. S Mal and D K Bhattacharyya, A Secure Scheme for Detecting TCP SYN Attacks, in the Networks, Security and Soft Computing [ISBN 978-81-7319-868-7], pp 74-81, Tezpur, India
  13. S Roy and D K Bhattacharyya, Frequent Mining- A Selected Survey, in the Networks, Security and Soft Computing, [ISBN 978-81-7319-868-7], pp 96-105, Tezpur, India
  14. A Das and D K Bhattacharyya, FPgrowth with Vertical Partition, in the Networks, Security and Soft Computing, [ISBN 978-81-7319-868-7], pp 106-112, Tezpur, India
  15. B Nath, D K Bhattacharyya and A Ghosh, Mining for Association Rules using Multi-objective GA: A Partition based approach, in the Networks, Security and Soft Computing, [ISBN 978-81-7319-868-7], pp 119-124, Tezpur, India
  16. B Nath, A Ghosh and D K Bhattacharyya, Dimensionality Reduction using Multi-objective GA, in the Networks, Security and Soft Computing , [ISBN 978-81-7319-868-7], pp 155-161, Tezpur, India
  17. B Borah and D K Bhattacharyya, SCUDD: Spatial Clustering using Density Difference, in the Networks, Security and Soft Computing, [ISBN 978-81-7319-868-7], pp 138-146, Tezpur, India
  18. R Das, S Sharma and D K Bhattacharyya, A Faster Clustering Technique for Intrinsic Cluster Detection over Spatial Datasets, in the Networks, Security and Soft Computing, [ISBN 978-81-7319-868-7], pp 147-154,Tezpur, India.
  19. M H Bhuyan, D K Bhattacharyya and J K Kalita, RODD: An Effective Reference based Outlier Detection Technique for Large Datasets,in the Advanced Computing, LNCS-CCIS (Springer-Verlag, Berlin Heidelberg), 2011, Volume 133, Part 1, 76-84
  20. Sauravjyoti Sarmah, Dhruba Kumar Bhattacharyya, SATCLUS: An Effective Clustering Technique for Remotely Sensed Images, in PReMI 2011, pp 110-115, Moscow, Russia
  21. N Hoque, R C Bishya, M H Bhuyan, D K Bhattacharyya and J K Kalita, A Review of Network Security Tools and Systems, in the Network and Information Security- Issues, Challenges and Research Tools, ISBN 978-81-8487-314-6, pp 36-45, 2013, India
  22. D Das, U Sharma and D K Bhattacharyya,Dynamic SQL Classification: An Empirical Study, in the Network and Information Security- Issues, Challenges and Research Tools, ISBN 978-81-8487-314-6, pp 65-90, 2013, India
  23. D Boro and D K Bhattacharyya, Meta Ensemble Classifier based Stacked Generalization for Anomaly based Intrusion Detection in the Network and Information Security, ISBN 978-81-8487-314-6, pp 25-35, 2013, India
  24. U Talukdar, A Goyal, N Sharma, B Bhuyan and D K Bhattacharyya, A Symmetric Key Generation Scheme Using Chaos Theory in the Network and Information Security, ISBN 978-81-8487-314-6, pp 131-142, 2013, India
  25. S Roy, DK Bhattacharyya, JK Kalita, Analysis of Gene Expression Patterns Using Biclustering, Methods in molecular biology, in the Part of the series Methods in Molecular Biology , pp 1-13, Clifton, NJ. Springer. 2015
  26. M Devi, S Saharia and D K Bhattacharyya, A Dataset of Single-Hand Gestures of Sattriya Dance accepted for publication ine the Edited Volume (WDH 2016) on Digital Heritage, 2017
  27. M H Bhuyan, D K Bhattacharyya, J K Kalita, Evaluation Criteria in the Network Traffic Anomaly Detection and Prevention , pp 243-252, Springer, October, 2017
  28. M H Bhuyan, D K Bhattacharyya, J K Kalita, Networks and Network Traffic Anomalies in the Network Traffic Anomaly Detection and Prevention, pp 15-69, Springer, October, 2017
  29. M H Bhuyan, D K Bhattacharyya, J K Kalita, Open Issues, Challenges, and Conclusion in the Network Traffic Anomaly Detection and Prevention , pp 253-257, Springer, October, 2017
  30. M H Bhuyan, D K Bhattacharyya, J K Kalita, Network Traffic Anomaly Detection Techniques and Systems in the Network Traffic Anomaly Detection and Prevention , pp 115-169, Springer, October, 2017
  31. M H Bhuyan, D K Bhattacharyya, J K Kalita, A Systematic Hands-On Approach to Generate Real-Life Intrusion Datasets in the Network Traffic Anomaly Detection and Prevention , pp 71-114, Springer, October, 2017
  32. M H Bhuyan, D K Bhattacharyya, J K Kalita, Practical Tools for Attackers and Defenders in the Network Traffic Anomaly Detection and Prevention , pp 201-242, Springer, October, 2017
  33. M H Bhuyan, D K Bhattacharyya, J K Kalita, Alert Management and Anomaly Prevention Techniques in the Network Traffic Anomaly Detection and Prevention , pp 171-199, Springer, October, 2017

RESEARCH ARTICLES (Peer Reviewed)


FIELD: BIOINFORMATICS

JOURNAL ARTICLES
2019
  1. P Kakati, D K Bhattacharyya and J K Kalita, BicBioEC: Biclustering in Biomarket Identification for ESCC in the NetMAHIB, Springer Vienna, vol 8(1), pp 1-19, 2019
  2. T Kakati, DK Bhattacharyya, P Barah, JK Kalita, Comparison of Methods for Differential Co-expression Analysis for Disease Biomarker Prediction in the Computers in Biology and Medicine, Elsevier, vol 113, pages 103380, 2019.
  3. H A Chowdhury, D K Bhattacharyya, J K Kalita, (Differential) Co-Expression Analysis of Gene Expression: A Survey of Best Practices, in the IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2019.
2018
  1. Tulika Kakoty, H J Kashyap and D K Bhattacharyya, Kakati, THD-Tricluster: A Robust Triclustering Technique and Its Application in Condition Specific Change Analysis in HIV-1 Progression Data accepted for publication in the Journal of Computational Biology and Chemistry, Elsevier, May, 2018
  2. Koyel Mandal, R Sharma and D K Bhattacharyya, Biomarker Identification for Cancer Disease Using Biclustering Approach: An Empirical Study , published in the IEEE/ACM Transactions on Computational Biology and Bioinfor-matics, April, (early access), 2018 [DOI:10.1109/TCBB.2018.2820695]
  3. H A Chowdhury, D K Bhattacharyya and J K Kalita, Differential Expression Analysis of RNA-Seq Reads: Overview, Taxonomy and Tools, accepted in the IEEE/ACM TCBB, 2018.
  4. Tulika Kakaty, D K Bhattacharyya and J K Kalita, D-CoMEx: A Unified Approach to Identify miRNA Biomarkers related to Alzheimer's Disease from Dysregulated Pathways, in the IEEE/ACM TCBB (under 2nd review), 2018
2017
  1. M Hoque, R Sharma and D K Bhattacharyya,A Common Neighbor based Technique to Detect Protein Complexes in PPI Networks accepted for publication in the Int'nl Journal of Genetic Engineering and Biotechnology, Elsevier, 2017.
  2. Pooja Sharma, D K Bhattacharyya and J K Kalita, Disease biomarker identification from gene network modules for metastasized breast cancer , accepted for publication in the Scientific Reports, Nature Publishing Group, April, 2017
  3. Pooja Sharma, D K Bhattacharyya and J K Kalita, Protein Complex Finding and Ranking- An Application to Alzheimer Disease in the Journal of Bioscience, vol 42(3), September, 2017
  4. H A Ahmed, D K Bhattacharyya and J K Kalita, DSOP: Nearest Neighbour Based Classification Over Feature Subspace in the Journal of Network Modeling Analysis in Health Informatics and Bioinformatics, Springer, April, 2017 (under review)
2016
  1. S Nagi, D K Bhattacharyya and J K Kalita, Complex detection from PPI data using ensemble method in NetMAHIB, vol 6, no 3, December 30, 2016.
  2. H J Kashyap, H A Ahmed, N Hoque, S Roy and D K Bhattacharyya, Big data analytics in bioinformatics: architectures, techniques, tools and issues, in NetMAHIB, Springer, vol 5, no 28, September, 2016.
  3. Tulika Kakoty, H J Kashyap and D K Bhattacharyya, Kakati, THD-Module Extractor: An Application for CEN Module Extraction and Interesting Gene Identification for Alzheimer's Disease.Scientific Reports 6, 38046; Nature Publishing Gr. DOI: 10.1038/srep38046 (2016).
  4. P Mahanta, S Deb, D K Bhattacharyya and M A Dutta, Subspace Module Extraction from MI-Based Co-expression Network, in the IJBRA, Inderscience, vol 12, 2016.

2015
  1. Tahleen A Ahmed and D K Bhattacharyya, TDAC: Coexpressed Gene Pattern Finding Using Attribute Clustering, in the IJBRA, vol 11(1), pp 45-71, 2015.
  2. Pooja Sharma, H A Ahmed, S Roy and D K Bhattacharyya, Detecting Protein complexes using connectivity among nodes in a PPI Network , in the Network Modeling Analysis in Health Informatics and Bioinformatics, vol. 4, no 1, pp 1-15, 2015
  3. H A Ahmed, D K Bhattacharyya and J K Kalita, Core and Peripheral Connectivity-based Cluster Analysis Over PPI Networks. in the Int'nl Journal of Computational Biology and Chemistry, vol 59, pp 32-41, August, 2015.
  4. H A Ahmed, D K Bhttacharyya and J K Kalita, STREW INDEX: An effective feature class correlation measure, in the NetMAHIB, vol 4(1), pp 1-15, 2015.
  5. P Mahanta, D K Bhattacharyya and A Ghosh, MIPCE: An MI-based Protein Complex Extraction Technique, in the Journal of Bioscience, vol 40(4), pp 701-708, 2015
  6. Pooja Sharma, HA Ahmed, S Roy and DK Bhattacharyya, Unsupervised methods for finding protein complexes from PPI networks, in the Network Modeling Analysis in Health Informatics and Bioinformatics, vol 4, no 1, pp 1-15, 2015
  7. S Roy, D K Bhattacharyya and J K Kalita,Analysis of Gene Expression Patterns Using Biclustering in the Methods in Molecular Biology, vol 1375, Springer, pp 91-103, 2015
2014
  1. S Nagi and D K Bhattacharyya Cluster Analysis of Cancer Data using Semantic Similarity, Sequence Similarity and Biological Measures , in the NETMAHIB, Springer, vol 3(1), pp 1-38, 2014.
  2. H A Ahmed, P Mahanta, D K Bhattacharyya and J K Kalita Shifting-and-scaling Correlation based Biclustering Algorithm, in the IEEE/ACM Transaction on Computational Biology and Bioinformatics, vol 11(6), pp 1239-1252, 2014
  3. P Mahanta, H A Ahmed, D K Bhattacharyya and A Ghosh FUMET: A Fuzzy Network Module Extraction Technique for Gene Expression Data, in the Int'nl Journal of Bioscience, vol 39, no 2, June, 2014, Springer.
  4. S Roy, D K Bhattacharyya and J K Kalita, Reconstruction of Gene Co-expression Network from Microarray Data Using Local Expression Patterns in the BMC Bioinformatics, vol 15(Suppl 7):S10, May, 2014.
  5. A Goyal, H A Ahmed and D K Bhattacharyya, An Effective Measure Corresponding to Biological Significance, in the Network Modeling Analysis in Health Informatics and Bioinformatics (NetMAHIB), vol 3, issue 1, 2014.

2013
  1. S Roy and D K Bhattacharyya, Mining strongly correlated item pairs in large transaction databases in the IJDMMM 5(1): 76-96 (2013)
  2. Swarup Roy, Dhruba K. Bhattacharyya, Jugal K. Kalita, CoBi: Pattern Based Co-Regulated Biclustering of Gene Expression Data in the Pattern Recognition Letters 34(14): 1669-1678 (2013)
  3. Pallabi Bora, H Ahmed and D K Bhattacharyya, A Statistical Feature Selection Technique in the NetMAHIB, Volume 3, Issue 1, pp 1-13, Springer, March, 2014. DOI 10.1007/s13721-014-0055-0
  4. S Nagi, D K Bhattacharyya and J K Kalita, A Preview on Subspace Clustering of High Dimensional Data, in the IJCT, vol 6, no 3, pp 441-448, 2013, USA.
  5. S Nagi and D K Bhattacharyya, Classification of Microarray Cancer Data using Ensemble Approach, in the Network Modeling Analysis in Health Informatics and Bioinformatics (NHIB), vol 2, Issue 3, pp 159-173, 2013, Springer-Verlag; (DOI: 10.1007/s13721-013-0034-x).
  6. S Nagi, D K Bhattacharyya and J K Kalita, A Survey of Supervised, Unsupervised and Semi-Supervised Ensemble Approaches involving Microarray Gene Data submitted to Informatica. (under review)
2012
  1. H A Ahmed, P Mahanta, D K Bhattacharyya and J K Kalita, Autotuned Multilevel Clustering of Gene Expression Data, in the American Journal of Bioinformatics Research, Vol 2, No 5, September 2012
  2. Priyakshi Mahanta, Hasin A Ahmed,Dhruba K Bhattacharyya,Jugal K Kalita,An effective method for network module extraction from microarray data, in BMC Bioinformatics, 13(Suppl 13):S4, 2012 (http://www.biomedcentral.com/1471-2105/13/S13/S4)
  3. H A Ahmed, P Mahanta, D K Bhattacharyya and J K Kalita, Module Extraction from Subspace Co-expression Networkin the Int'nl journal of Network Modeling Analysis in Health Informatics and Bioinformatics (NetMAHIB), December 2012, Volume 1, Issue 4, pp 183-195, Springer, (DOI 10.1007/s13721-012-0018-2)
  4. G Priyadarshini, R Das, D K Bhattacharyya and J K Kalita, An Effective Graph based Clustering Technique to Indentify Coherent Patterns from Gene Expression Data, in the Int. J. Bioinformatics Research and Applications, Vol. 8, Nos. 1/2, pages 18-37, Inderscience, 2012 [DOI: 10.1504/IJBRA.2012.045974]
2011
  1. M Goswami, R Das and D K Bhattacharyya, CNNC: A Common Nearest Neighbour Clustering Approach for Gene Expression Data, in the Int'nl Journal of Computational Vision and Robotics (IJCVR) Vol. 2, no 2 (Inderscience), pp 115-126, 2011 (DOI: 10.1504/IJCVR.2011.042268)
  2. R Das, J K Kalita and D K Bhattacharyya, A Pattern Matching Approach for Clustering Gene Expression Data, in the IJDMMM (Inderscience), vol 3, no 2, pages 130-149, July, 2011.
2010
  1. S Sharma and D K Bhattacharyya, An Effective Technique for clustering Incremental Gene Expression Data, in the International Journal of Computer Science Issues, Vol. 7, Issue 3, No 3, May 2010
  2. Rosy Das, D K Bhattacharyya and J K Kalita, Clustering Gene Expression Data using an Effective Dissimilarity Measure, in the International Journal of Computational BioScience (Special Issue) , vol 1, no 1, pp 55-68, March, 2010
2009
  1. Rosy Das and D K Bhattacharyya, A Pattern matching Approach for Identifying Coherent Patterns over Gene Expression Data, in the Technical Journal of ASS, Vol. 50 (1 & 2), 2009
  2. Rosy Das, D K Bhattacharyya and J K Kalita, Clustering Gene Expression Data using Density Approach, in the IJRTE, vol 2, no 1-6, November, 2009 (ISSN: 1797-9617), Finland.
  3. Rosy Das, D K Bhattacharyya and J K Kalita, A New Approach for Clustering Gene Expression Time Series Data, Int'nl Journal of Bioinformatics Research and Applications (IJBRA), vol 5, no 3, pp 310-328, 2009.
CONFERENCE ARTICLES
2019
  1. Tulika Kakati, D K Bhattacharyya and Jugal Kalita, DEGnet: Identifying Differentially Expressed Genes using Deep Neural Network from RNA-Seq Datasets in the Proceedings of PReMI'19, Springer, Tezpur, India
  2. M Saikia, D K Bhattacharyya, BicGenesis: A Method to Identify ESCC Biomarkers Using Biclustering Approach in the Proceedings of BigDML'19, CCIS, Springer, 2019.
  3. H A Chowdhury, H A Ahmed, D K Bhattacharyya, J K Kalita, NCBI: A Novel Correlation based Imputing Technique Usng Biclustering , in the Proceedings of Computational Intelligence in Pattern Recognition, pp 509-519, vol 999, Springer, Singapore, 2019.
  4. P Patowary, D K Bhattacharyya and P Barah, Biomarker Identification for ESCC Usig Integrative DEA , in the Pr oceedings of PReMI'19, Tezpur, India
2016
  1. Pooja Sharma and D K Bhattacharyya, Centrality Analysis in PPI Networks submitted in the IEEE Int'nl Conference on Accessibility to Digital World (ICADW 2016), Guwahati, 2016
  2. Pooja Sharma and D K Bhattacharyya, DCRS: A multi-objective protein complex finding method accepted for publication in the Int'nl Conference on Computing and Communication Systems, I3CS-2016, LNNS, Springer, Shillong, Meghalaya, 2016
  3. K Medhi, S S Ahmed, S Roy, D K Bhattacharyya and J K Kalita, Information Theoretic Approaches for Detecting Causality in Gene Regulatory Networks in the Proceedings of ACM ICTCS'16, Udaipur, 2016.
  4. T Kakoti, H Ahmed, D K Bhattacharyya and J K Kalita, Fast Gene Expression Analysis Using Parallel Biclustering and Distributed Triclustering Approach in the Proceedings of ACM ICTCS'16, Udaipur, 2016.
  5. R Dkhar, K Nath, S Roy, S NAndi and D K Bhattacharyya, Evaluating the Effectiveness of Soft K-Means in Detecting Overlapping Clusters in the Proceedings of ACM ICTCS'16, Udaipur, 2016.
2014
  1. H A Ahmed, N Hoque and D K Bhattacharyya, Handling Mixed-type Data in Nearest Neighbour Computation, accepted for publication in the Proc of CCSN'14, December, 2014.
2013
  1. S Roy, D Das, D Choudhury, G Gohain, R Sharma and D K Bhattacharyya, Causality Inference Techniques for In-Silico Gene Regulatory Network, in the Proceedings of Intl Conference on Machine Intelligence and Knowledge Exploration (MIKE), LNAI, Springer Verlag, vol: 8284, pp. 432--443, 2013.
  2. M Gogoi and D K Bhattacharyya, Fusion of Fingerprint and Iris biometrics using Binary Ant Colony Optimization, accepted for publication in the Proceedings (LNCS) of SocPros'13, IIT Roorkee, 2013
  3. P Mahanta, D K Bhattacharyya and A Ghosh, A subspace Module Extraction Technique for Gene Expression Data accepted for publication in PREMI'13.
  4. A Goyal, H A Ahmed and D K Bhattacharyya, A measure corresponding to Gene Expression Data Analysis accepted for publication in the Proceedings (Elsevier) of CNC'13
  5. B Chutia, D Boro and D K Bhattacharyya, Optimal feature subset selection using multilevel hybrid Model accepted for publication in the Proceedings (Elsevier) of CNC'13.
  6. P P Choudhuri, U K Dutta and D K Bhattacharyya, Multispectrali satellite data classication using soft computing Approach accepted for publication in the Proceedings (Elsevier) of CNC'13.
  7. S Roy, D K Bhattacharyya and J Kalita, A New Gene Co-expression Networking Technique for In-silico Expression Data in the Proc. 10th Bioinformatics and Biotechnology Symposium (BIOT 2013), Brigham Young University, USA, December 2013
  8. R C Baishya, R Sharma, D K Bhattacharyya and M Dutta, A Similarity Measure for Clustering Gene Expression Data accepted for publication in the ICAA'14.
2012
  1. S Roy, D K Bhattacharyya and J K Kalita, Pattern Based Biclustering of Co-Regulated Genes in Gene Expression Data, in the Frontiers in Artificial Intelligence and Applications (KES 2012), vol 243, IOS Press, 2012.
  2. Tahleen A Rahman and D K Bhattacharyya, TDAC: Co-Expressed Gene Pattern Finding Using Attribute Clustering , in the Proc of SocPros 2012, pp 601-607, Jaipur, India
  3. H A Ahmed,P Mahanta and D K Bhattacharyya, Negative Correlation Aided Network Module Extraction, in the Elsevier Procedia Technology, vol 6, pp 658-665, 2012
  4. H A Ahmed, P Mahanta and D K Bhattacharyya, Finding Gene Coherent Patterns using PATSUB+, accepted for publication in the ACM Proc of ICACCI 2012, Chennai, India
  5. Tahleen A Rahman and Dhruba K Bhattacharyya, Network Module Extraction with Positive and Negative Co-regulation Number, in the ACM Proc of CCSEIT 2012, pp 81-87, Coimbatore, India [DOI>10.1145/2393216.2393231]
  6. P Mahanta, H A Ahmed, D K Bhattacharyya and J K Kalita,Discretization in Gene Expression Data Analysis: A Survey, in the ACM Proc of CCSEIT 2012, pp 69-75, 2012 [DOI>10.1145/2393216.2393229].
2011
  1. H A Ahmed, P Mahanta, D K Bhattacharyya, A Ghosh and J K Kalita, Intersected Coexpressed Subcube Miner: An effective triclustering algorithm in the IEEE Proc of World Congress on Information and Communication Technologies (WICT'11), pp 846-851, Mumbai, December, 2011. (10.1109/WICT.2011.6141358)
  2. P Mahanta, H A Ahmed, D K Bhattacharyya and J K Kalita, Extraction of Network Modules from Co-expression Network , in the Proc of BIOT'11, Rice University/M.D. Anderson Cancer Institute, Houston, October.
  3. H A Ahmed, P Mahanta, D K Bhattacharyya and J K Kalia, GERC: Tree Based Clustering for Gene Expression Data in the Proc of 11th IEEE International Conference on Bioinformatics and Bioengineering(BIBE'11), pp 299-302, Taiwan, ROC, 2011 (Citation:01)
  4. S Sharma, R Das and D K Bhattacharyya, An Effective Density based Hierarchical Clustering Technique to Identify Coherent Patterns from Gene Expression Data, in the Proc of PAKDD 2011, Advances in Knowledge Discovery and Data Mining, LNCS, vol 6634/2011, pp 225-236, DOI: 10.1007/978-3-642-20841-6_19 March, 2011, Shenzen, China.(Citation: 01)
  5. P Mahanta, H A Ahmed, D K Bhattacharyya and J K Kalita, Triclustering in gene expression data analysis: A selected survey, in the Proc of IEEE NCETACS, Meghalaya, India, pp 1-6, 2011 (Citation:03)
  6. S Nagi, D K Bhattacharyya and J K Kalita, Gene expression data clustering analysis: A survey, in the Proc of IEEE NCETACS, Meghalaya, India, 2011
2010
  1. S Roy and D K Bhattacharyya, Reconstruction of genetic networks in yeast using support based approach, in theProc of IEEE TISC , Chennai, pp 116-121, 2010; (DOI:10.1109/TISC.2010.5714620)
  2. Mahanta, P, H A Ahmed, D K Bhattacharya and J K Kalita, Multilevel Autotuned Hierarchical clustering , in the Proc of Biotechnology and Bioinformatics Symposium (BIOT 2010), pp. 84-85, Lafayette, Louisiana, October, 2010.
  3. Priyadarshini, G, B Chakraborty, R Das, D K Bhattacharyya and J K Kalita, Highly Coherent Pattern Identification Using Graph-based Clustering , in the Proc of Biotechnology and Bioinformatics Symposium (BIOT 2010), pp. 29-38, Lafayette, Louisiana, October.
  4. Mausumi Goswami, D K Bhattacharyya, CANN: clustering analysis of microarray dataset using common nearest neighbor approach, in the Proc of IJcICT, Bhubaneswar, January, 2010.
2009
  1. Rosy Das, D K Bhattacharyya and J K Kalita, An Incremental Clustering of Gene Expression Data , in the Proc of IEEE 2009 World Congress on Nature and Biologically inspired Computing (NABIC'09), pp 742-747, Coimbatore, India (Citation:02)
    2. `
2008
  1. Rosy Das, Jugal Kalita and Dhruba Bhattacharyya, A Frequent-Itemset Nearest Neighbor Based Approach for Clustering Gene Expression Data, in the Fifth Biotechnology and Bioinformatics Symposium (BIOT 08), October 2008, Arlington, TX, pp. 73-78 (Citation:04)
2007
  1. R. Das, D K Bhattacharyya and J K Kalita, An Effective Dissimilarity Measure for Clustering Gene Expression Time Series Data, Fourth Biotechnology and Bioinformatics Symposium (BIOT 07), October 2007,Colorado Springs, CO, pp. 36-41
    2. (Citation:03)
  2. B Borah and D K Bhattacharyya, Biclustering Expression Data Using Node Addition Algorithm, in the Proc of ADCOM'07 (IEEE),pp. 307-312, 2007, Guwahati, India.

FIELD: NETWORK SECURITY

JOURNAL ARTICLES

2019
  1. D Das, U Sharma and D K Bhattacharyya, Defeating SQL Injection Attack in Authentication Security: An Experimental Study in the Int'nl Journal of Information Security, vol 18(1), Springer, October, 2019
  2. Ram Charan Baishya and D K Bhattacharyya, A Complete Detection and Mitigation Framework to Protect a Network from DDoS Attacks in the Journal of IETE, Taylor and Francis, 2019.
  3. R K Deka, D K Bhattacharyya, J K Kalita, Active learning to detect DDoS attack using ranked features in the Computer Communications, Elsevier, vol 145, pp 203-222, 2019.
  4. R K Deka, D K Bhattacharyya, J K Kalita, Granger Causality in TCP Flooding Attack in the In'tnl Journal of Network Security, vol 21(1), pp 30-39, 2019.
2018
  1. Upasona Sarma, D K Bhattacharyya and Jugal K Kalita, A Survey of Detection Methods for XSS Attacks , in the Journal of Network and Computer Applications, Elsevier, June, 2018.
  2. N Hoque, D K Bhattacharyya and J K Kalita, IFS: An Incremental Feature Selection Method for Classification in the Informatica , March, 2018
2017
  1. N Hoque, H Kashyap and D K Bhattacharyya, A Real-time DDoS Attack Detection Using FPGA, in the Journal of Computer Communications, Elsevier, vol 110, pp 48-58, September, 2017
  2. Swaswati Goswami, Nazrul Hoque, Dhruba K. Bhattacharyya, Jugal Kalita, An Unsupervised Method for Detection of XSS Attack, in the Int'nl Journal of Network Security, vol 19, no 5, 2017.
  3. R C Baishya, N Hoque, D K Bhattacharyya, DDoS Attack Detection Using Source IP Deviation, in the Int'nl Journal of Network Security, vol 19, no 6, pp 929-939, 2017
2016
  1. Rupkamal Deka and D K Bhattacharyya Self-Similarity Based DDoS Attack Detection Using Hurst Parameter accepted for publication in the Journal of Security and Communication Networks, Wiley, August, 2016 (DOI: 10.1002/sec.1639).
  2. M H Bhuyan, D K Bhattacharyya and J K Kalita, E-LDAT: A Lightweight System for DDoS Flooding Attack Detection and IP Traceback Using Extended Entropy Metric in the Journal of Security and Communication Networks, vol 9, issue 16, pp 3251--3270, Wiley, 2016.
  3. N Hoque, D K Bhattacharyya and J K Kalita, FFSc: A Novel Measure for Low-rate and High-rate DDoS Attack Detection using Multivariate Data Analysis in the Security and Communication Networks, Wiley, February, 2016 (in press)
  4. M H Bhuyan, D K Bhattacharyya and J K Kalita, A Multi-step Outlier-based Anomaly Detection Approach to Network-wide Traffic in the Journal of Information Sciences, Elsevier, February, 2016 [DOI: 10.1016/j.ins.2016.02.023
  5. D Boro and D K Bhattacharyya,DyProSD: A Dynamic Protocol-specific Defense for High-rate DDoS floodding attacks Journal of Microsystem Technologies, Springer, 2016 (in press)
  6. N Hoque, D K Bhattacharyya and J K Kalita, "FMIFS-ND: A Fuzzy Feature Selection Method for Classification" in the journal of Fuzzy Information and Engineering, Elsevier, 2016. (in press)

2015
  1. N Hoque, D K Bhattacharyya and J K Kalita, Botnet in DDoS Attacks: Trends and Challenges in the IEEE Communicattions Survey and Tutorials, vol 17, no 4, pp 2242-2270, 2015 (IF: 6.8)
  2. D Boro and D K Bhattacharyya, Particle Swarm Optimization based KNN for improving KNN and ensemble classification performance accepted for publication in the IJICA, Inderscience, 2015
  3. M H Bhuyan, D K Bhattacharyya and J K Kalita, An empirical evaluation of information metrics for low-rate and high-rate DDoS attack detection in the Pattern Recognition Letters, vol 51, pages 1-7, 2015
  4. M H Bhuyan, D K Bhattacharyya and J K Kalita, Towards Generating Real-life Datasets for Network Intrusion Detection in the Int'nl Journal of Network Security, 2015.
  5. R K Deka, K P Kalita, D K Bhattacharya and J K Kalita, Network defense: Approaches, methods and techniques , in the Journal of Network and Computer Applications, Elsevier, vol 57, pp 71-84, 2015.
  6. C Buragohain, M J Kalita, S Singh, D K Bhattacharyya, Anomaly based DDoS Attack Detection , in the International Journal of Computer Applications, vol 123, no 17, 2015

2014
  1. K P Kalita, R Deka and D K Bhattacharyya, Detection of DDoS Flooding Attack Using Bandwidth Comparison Approach communicated to IJSN, Inderscience, 2014.
  2. R C Baishya, N Hoque, D K Bhattacharyya, LTDS-An Effective Low-rate TCP DDoS Attack Detection System Based On ACK Exchange, communicated to IEEE Transactions on Information Forensics and Security, 2014.
  3. N Hoque, H A Ahmed, D K Bhattacharyya and J K Kalita, An Incremental Feature Selection Method for Effective Classification of High Dimensional Data submitted to IEEE Transactions on SMC, 2014
  4. N Hoque, D K Bhattacharyya and J K Kalita, MIFS-ND: A Mutual Information-based Feature Selection Method in the Int'nl Journal of Expert Systems With Applications (ESWA), vol 41, pp 6371-6385, Elsevier, 2014;
  5. N Hoque, R C Baishya, M H Bhuyan, D K Bhattacharyya and J K Kalita, A Survey of Network Security Tools and Systems , in the Journal of Networks and Computer Applications (JNCA), Elsevier, vol 40, pp 307-324, 2014
  6. Bhuyan, M H, Bhattacharyya, D K, Kalita, J K Network Anomaly Detection: Methods, Systems and Tools, in the IEEE Communications Surveys and Tutorials, vol. 16 no 1, pp. 303-336, First Quarter 2014
  7. M H Bhuyan, H J Kashyap, D K Bhattacharyya and J K Kalita, Distributed Denial of Service Attack Detection : Methods, Tools and Future Directions, in The Computer journal, vol 57, no 4, pp 537-556, 2014
  8. P Gogoi, B Borah and D K Bhattacharyya, MLH-IDS: Multi-level Hybrid Intrusion Detection Method, in The Computer, journal, vol 57, no 4, pp 602-623, Oxford University Press, 2014

2013
  1. D Das, U Sharma and D K Bhattacharyya, Detection of Cross-site Scripting Attack Under Multiple Scenarios in The Computer journal, Oxford University Press; IF: 0.954 (in press).
  2. M H Bhuyan, D K Bhattacharyya and J K Kalita, Towards an unsupervised method for network anomaly detection in large datasets, in Journal of Computing and Informatics, vol 33, no 1, (SCI), 2013
  3. P Gogoi, B Borah, D K Bhattacharyya and J K Kalita, Roughset Based Effective Rule Generation Method for Classification with an Application in Intrusion Detection, in the Int'nl Journal of Security and Network , Inderscience, vol 8, no 2, 2013
  4. P Gogoi, B Borah and D K Bhattacharyya, Network Anomaly Identication using Supervised Classier, in Informatica , vol 37, pages 93-105, 2013
2012
  1. D Das, U Sharma and D K Bhattacharyya, Rule based Detection of SQL Injection Attack , International Journal of Computer Applications, Foundation of Computer Science, USA, vol 43, no 19, pp 15-24, April 2012 (ISBN: 973-93-80867-67-0).
  2. P Gogoi, R Das, B Borah, and D K Bhattacharyya, Efficient Rule Set Generation using Rough Set Theory for Classification of High Dimensional Data , in Int'nl Journal of Smart Sensors and Ad Hoc Networks (IJSSAN) , vol 1, issue 2, 2012
  3. M H Bhuyan, D K Bhattacharyy and J K Kalita, AOCD: An Adaptive Outlier Based Coordinated Scan Detection Approach, in the Int'nl Journal of Network Security , Vol. 14, No. 6, 2012, pp. 339-351, USA
2011
  1. P Gogoi, B Borah, D K Bhattacharyya and J K Kalita, Anomaly Detection Using Unsupervised Model in the Int'nl Journal of Computer Application , NSC (1), pp 19-30, Foundation of Computer Science, New York, USA, December, 2011 [DOI:10.5120/4321-008]
  2. M H Bhuyan, D K Bhattacharyya and J K Kalita, Survey on Incremental Approaches for Network Anomaly Detection , in the Int'nl Journal of Communication Networks and Information Security (IJCNIS) , vol 3, no 3, pp 226-239, December, 2011
  3. P Gogoi, D K Bhattacharyya, J K Kalita and B Borah, A Survey of Outlier Detection Methods in Network Anomaly Identification, in the The Computer Journal (Oxford University Press) , vol 54, no 4, pp 570-588, 2011
  4. M H Bhuyan, D K Bhattacharyya and J K Kalita, Surveying Port scans and Their Detection Methodologies , in The Computer Journal (Oxford University Press, British Computer Society, UK), vol 54, no 10, pages 1565-1581, 2011,
2010
  1. P Gogoi, D K Bhattacharyya and B Borah, Anomaly Detection Analysis of Intrusion Data using Suprervised & Unsupervised Approach , in the Journal of CIT, vol 5, no 1, pages 95-110, February, 2010
  2. D Das, U Sharma and D K Bhattacharyya, An Approach to Detection of SQL Injection Vulnerabilities Based on Dynamic Query Matching, in the International Journal of Computer Applications, vol 1, no 25, pp 39-45, 2010 (ISSN 0975-8887; URL: http://www.ijcaonline.org/archives/number25/462-766)
CONFERENCE ARTICLES

2019
  1. Parthajit Borah, Aguru Teja, Saurav Anand and D K Bhattacharyya, TUKNN: A Parallel KNN Algorithm to Handle Large Data, in the Proceedings of BigDML'19, Springer, 2019.
  2. A Kalwar, M H Bhuyan, D K Bhattacharyya and J K Kalita,TVis: A Light-weight Traffic Visualization System for DDoS Detection , in the Proceedings of IEEE iSAI-NLP'19, Thailand.
  3. Sampreet Kalita and D K Bhattacharyya, Secure: An Effective Smartphone Safety Solution in the Proceedings of Computational Intellgence and Pattern Recognition, Springer, pp 621-633, Singapore, 2019.
  4. N Hoque, H A Ahmed and D K Bhattacharyya, Empirical Analysis of Proximity Measures in Machine Learning in the Proceedings of Computational Intelligence and Pattern Recognition, Springer, pp 399-411, 2019
2018
  1. Manaswita Saikia, N Hoque and D K Bhattacharyya, MANADAC: An Effective Alert Correlation Method accepted for publication in the Proc of IC3-2018, Springer, Sikkim, India.
2016
  1. N Hoque and D K Bhattacharyya,Low-rate and High-rate DDoS Flooding Attack Detection using alpha-Divergence accepted for publication in the Proc of Int'nl Conference on Computing and Communication Systems (I3CS'16), November 11-13, LNNS, Springer, Shillong, Meghalaya, 2016
  2. N Hoque, D K Bhattacharyya and J K Kalita, An Alert Analysis Approach to DDoS Attack Detection submitted to IEEE Int'nl Conference on Accessibility to Digital World (ICADW), December 16-18, 2016, Guwahati, Assam

2015
  1. N Hoque, D K Bhattacharyya and K Kalita, Denial of Service Attack Detection Using Multivariate Correlation Analysis, in the ACM Proc of 2nd Int'nl Conf on Information and Communication Technology for Competitive Strategies, 2016
  2. Boro, D., Basumatary, H., Goswami, T. and Bhattacharyya, D.K., UDP Flooding Attack Detection Using Information Metric Measure , in the Proc of Int'nl Conference on ICT for Sustainable Development, Springer; pp. 143-153, 2015.

2014
  1. M H Bhuyan, D K Bhattacharyya and J K Kalita, Information Metrics for Low-rate DDoS Attack Detection : A Comparative Evaluation accepted for publication in IC3, 2014
  2. N Hoque, D K Bhattacharyya and J K Kalita, DDoS attack detection using MCA, accepted for publication in the Proc of CCSN'14, December, 2014.
  3. D Boro and D K Bhattacharyya, Improving KNN performance for ensemble classification using Particle Swarm Optimization, accepted for publication in the Proc of CCSN'14, December, 2014.

2013
  1. P Gogoi, B Borah and D K Bhattacharyya, Outlier Identification in High Dimensional Data with Application to Anomaly Detection, in the Elsevier Procedia Technology, vol 6, 2012, pp 239-246, India
2012
  1. M H Bhuyan, D K Bhattacharyya and J K Kalita, An Effective Unsupervised Network Anomaly detection Method, in the ACM Proc of ICACCI 2012, pp 533-539, Chennai (Selected for Best Paper Award)[DOI>10.1145/2345396.2345484]
  2. P Gogoi, M H Bhuyan, D K Bhattacharyya and J K Kalita, Packet and Flow Based Network Intrusion Dataset, in the LNCS Proc of IC3, pp 322-334, India, 2012
  3. H Kashyap and D K Bhattacharyya, A DDoS Attack Detection Mechanism Based on Protocol Specific Traffic Features, in the ACM Proc of CCSEIT 2012, pp 194-200, Coimbatore, India [DOI>10.1145/2393216.2393249]
  4. D Boro, B Nongpoh and D K Bhattacharyya, Anomaly based intrusion detection using meta ensemble classifier, in the ACM Proc of SIN'12, October 25-27, 2012, Jaipur, Indi
2011
  1. P Gogoi, R Das, B Borah and D K Bhattacharyya, Efficient Rule Set Generation using Rough Set Theory for Classification of High Dimensional Data, accepted for publication in the Proc of ICCNS'11, Bhubaneswar, December, 2011.
  2. P Gogoi, B Borah and D K Bhattacharyya, Supervised Anomaly Detection using Clustering-based Normal Behaviour Modeling, in the Proc of ICSE2011(ISBN: 978-981-08-7931-0) , pp 151-156, January 21-23, 2011.
  3. M H Bhuyan, D K Bhattcharyya and J K Kalita, NADO:Network Anomaly Detection using Outlier approach, in the Proc of ACM ICCCS'2011, pp 531-536, February 12-14, 2011, India (ACM 978-1-4503-0464-1) (Citation:03)
  4. P Gogoi, R Das, B Borah and D K Bhattacharyya, Efficient Rule Set Generation using Rough Set Theory for Classification of High Dimensional Data, published in the Proc of ICCNS 2011, Bhubaneswar, Nov 13-14, 2011
  5. D Das, U Sharma and D K Bhattacharyya, Detection of HTTP Flooding Attacks in Multiple Scenarios, in the Proc of ACM ICCCS'2011, pp 517-522, February 12-14, 2011, India (ACM 978-1-4503-0464-1) (DOI:10.1145/1947940.1948047)
2010
  1. B Borah and D K Bhattacharyya, Unsupervised Anomaly Detection Using Incremental Subspace Clustering , in the Proc of NWNS'2010, pp 36-46, June, 2010
  2. D Das, U Sharma and D K Bhattacharyya, An Effective Detection Mechanism for SQL Injection Attack, in the Proc of NWNS'2010, pp 79-90, June, 2010
  3. M H Bhuyan, D K Bhattcharyya and J K Kalita, Anomaly Based Intrusion Detection Using Incremental Approach: A Survey, in the Proc of NWNS'2010, pp 112-125, June, 2010.
2009
  1. D Das, U Sharma and D K Bhattacharyya, A Web Intrusion Detection Mechanism based on Feature based Data Clustering, in the Proc of IEEE IACC'09, pp 1124-1129, March, 2009.
2008
  1. D Das, D K Bhattacharyya and U Sharma, Unwanted email detection using Classification approach, in the Proc of NCSA'08, April, 2008.
  2. D Das, U Sharma and D K Bhattacharyya, Unwanted email blocking using Biagram based document similarity, in the Proc of INCA08, Ahmedabad, India.
  3. D Das, U Sharma and D K Bhattacharyya, An Intrusion Detection Mechanism based on Feature based Data Clustering, in the Proc of IEEE ICET08, pp 172-175, October, 2008. (Citation:01)

FIELD: Data Mining in Other Application Domains

JOURNAL ARTICLES

2019
  1. D Chutia and D K Bhattacharyya An effective approach for improving the accuracy of Random Forest classifier in classification of Hyperion data accepted for publication in the JOurnal of Applied Geometics, Springer, 2019
2018
  1. D Chutia and D K Bhattacharyya, Ensemble of Ensemble Classifiers using Random Forest and Random Committee, in the Transactions in GIS (under minor review), February, 2018
2017
  1. D Chutia, D K Bhattacharyya, J Sharma and P N L Raju, An effective Ensemble Classification Framework using Random Forests and Correlation Based Feature Selection Techniquei, in the Transactions in GIS, 2017 (DOI: 10.1111/tgis.12268)
  2. N Hoque, M Singh, and D K Bhattacharyya, EFS-MI: An ensemble feature selection method for classification, in the Journal of Complex & Intelligent Systems, Springer, October, 2017 [DOI 10.1007/s40747-017-0060-x].
  3. R Goswami, D K Bhattacharyya and M Dutta, Materialized view selection using evolutionary algorithm for speeding up big data query processing in the Journal of Intelligent Information Systems, Springer, pp 1-27, March, 2017
    4. [DoI:10.1007/s10844-017-0455-6]
2016
  1. R Goswami, D K Bhattacharyya and J K Kalita,Multiobjective Differential Evolution Algorithm, in the Journal of Intelligent Information System, Springer, December, 2016
  2. D Chutia, D K Bhattacharyya, K K Sharma, R Kalita and S Sudhakar, Hyperspectral Remote Sensing Classifications: a perspective survey in the Transactions in GIS, vol 20, no 4, pp 463-490, 2016
  3. R Goswami, D K Bhattacharyya, M Dutta and J K Kalita. Approaches and Issues in View Selection for Materializing in Data Warehouse, in the IJBIS, Inderscience, vol 21, no 1, pp 17-47, 2016
2014
  1. D Chutia, DK Bhattacharyya, R Kalita, J Goswami, PS Singh, S Sudhakar, A model on achieving higher performance in the classification of hyperspectral satellite data: a case study on Hyperion data, in the Applied Geomatics, Springer, 1-15
  2. D Chutia and D K Bhattacharyya, An Effective Ensemble Classification Framework using Random Forests and Correlation Based Feature Selection Technique, in the Remote Sensing Letters (TRSL), 2014, Taylor and Francis.

2013
  1. D Chutia and D K Bhattacharyya, OBCsvmFS-Object-Based Classification Supported by Support Vector Machine Feature Selection Approach for Hyperspectral Data accepted for publication in the Journal of Geomatics, April, 2014.
  2. Lalhmingliana, D K Bhattacharyya and K R Singh, Fingerprint Indexing and Verification, in the Int'nl Journal of Computer Science Engineering, vol 3, Issue 2, pp 167-176, June, 2013
  3. M Gogoi and D K Bhattacharyya, An effective method for Fusion of Biometrics using Simulated Annealing submitted Int'nl Journal of Neuro computing (Special Issue), 2014
  4. K Bhardwaj, D K Bhattacharyya and M Dutta, Privacy Preserving Modeling submitted to The Computer Journal, Oxford University press.
  5. K Bhardwaj, D K Bhattacharyya and M Dutta, Privacy Preserving Data Mining and Privacy Preserving Data Publishing: A Survey submitted to JNCA, Elsevier
  6. B Nath, D K Bhattacharyya and A Ghosh, Incremental Association Rule Mining: A Survey , in the Int'nl Journal of DMKD, Wiley InterScience, vol 3, no 3, pp. 157-169, 2013 DOI: 10.1002/widm.1086
2012
  1. N Hoque, B Nath and D K Bhattacharyya, A New Approach on Rare Association Rule Mining in the Int'nl Journal of Computer Applications vol 53, no 3, pp 1-6, September 2012, Foundation of Computer Science, New York, USA
  2. A. Mira, D.K. Bhattacharyya and S. Saharia, RODHA: Robust Outlier Detection using Hybrid Approach, in the American Journal of Intelligent Systems, vol 2, no 5, 2012.
  3. D Chutia, D K Bhattacharyya and S Sudhakar, Effective Feature Extraction Approach for Fused Images of Cartosat-I and Landsat ETM+ Satellite Sensors, in the Applied Geometics , Springer, 2012 (DOI: 10.1007/s12518-012-0088-y.).
  4. S Roy and D K Bhattacharyya, Mining Strongly Correlated Item pairs in Large Transaction Databases, in the Int'nl Journal of Data Mining, Modelling and Management (IJDMMM), vol 4, no 6, 2012.
  5. S Sarma and D K Bhattacharyya, A Grid Density based Technique for Clustering Satellite Images, in the Pattern Recognition Letters , 33, pp 589-604, 2012 (DOI: 10.1016/j.patrec.2011.11.021)
2011
  1. B Borah and D K Bhattacharyya, EMDAV: A Variable-Size Microaggregation Technique for Privacy Preservation, in the Information Assurance and Security Letters, vol 2, pp 13-18, 2011, USA
  2. M H Bhuyan, D K Bhattacharyya and J K Kalita, CA-KEP:A Secure CA based 2 Party Key Exchange Protocol, in the Journal of Information Assurance and Security (JIAS) , Vol 7, pp 193-206, Mirlab, Dynamic Publisher, USA
  3. B Nath, D K Bhattacharyya and a Ghosh, Dimensionality Reduction for Association Rule Mining,in the Int'nl Journal of Intelligent Processing, vol 2, no 1, pp 9-21, 2011 Invited paper
2010
  1. S Roy and D K Bhattacharyya, Extracting Support Based k most Strongly Correlated Item Pairs in Large Transaction Databases, in the IJCSI, vol 7, no 5, pp 102-111, 2010.
  2. B Nath, D K Bhattacharyya and A Ghosh, Discovering Association Rules from Incremental Datasets , Int'nl Journal of Computer Science and Communications, vol 1, no 2, pp 433-441, July-December, 2010
  3. D Chutia and D K Bhattacharyya, An Efficient Approach for Extraction of Linear Features From High Resolution Indian Satellite Imageries , International Journal on Computer Science and Engineering , vol 02, no. 04, 2010, 1223-1227
  4. M Gogoi and D K Bhattacharyya, An Effective Fingerprint Verification Technique, International Journal of Computer Science and Engineering, vol 1, issue 1, May, 2010
  5. M H Bhuyan, S Saharia and D K Bhattacharyya, An Effective Method for Fingerprint Classification, in the IAJeT, vol 1, no 3, 2010, pages: 89-97 (ISSN 1997-6364)
2009
  1. M H Bhuyan and D K Bhattacharyya, An Effective Fingerprint Classification and Search Method, Intn'l Journal of Computer Science and Network Security, vol 9, no 11, November, 2009, pages: 39-48 (ISSN 1738-7906)
  2. M Karmakar and D K Bhattacharyya, Privacy Preserving Data Mining using Matrix Algebraic Approach, Int'nl Journal of Converegence Information Technology , vol 4, no 3, September 30, 2009 (DOI: 10.4156/jcit.vol4.issue3.5)
2008
  1. S Sarma, R Das and D K Bhattacharyya, A Distributed Algorithm for Intrinsic Cluster Detection over Large Spatial Data, Int'nl Journal of Electrical and Computer Engineering, vol 3, No 4, pp 246-256, 2008 (Citation: 03)
  2. B Nath, A Ghosh and D K Bhattacharyya, Faster Rule Generation Technique, Int'nl Journal of IT and Knowledge Management (IJITKM), vol 1, no 2, pp 267-279, 2008.
  3. S Roy and D K Bhattacharyya, OPAM: An Efficient One Pass Association Mining Technique without Candidate Generation, in the Journal of CIT (Special Issue), vol 3, no 3, pp 32-38, ISSN : 1975-9320, S Korea, October, 2008.
  4. B Borah and D K Bhattacharyya, DDSC: A Density Differential Spatial Clustering Technique, in the Journal of Computers (Academy Publisher), vol 3, no 2, pp 72-79, February, 2008).
  5. B Borah and D K Bhattacharyya, CatSUB: A technique for Clustering Categorical Data Based on Subspace, the Icfai Journal of Computer Sciences, Vol II, No. 2, pp. 7-20, April 2008.
2005
  1. A Das and D K Bhattacharyya, Rule Mining in Dynamic Databases, in the Australasian Journal of Information Systems (AJIS), vol 13, no 1, pp 19-39, September, 2005.
1999
  1. D K Bhattacharyya and S Nandi, Efficient Design of ENCA based Cipher System, Journal of IETE Research, vol 47, no 3, May-June, 1999. pp 163-173
  2. D K Bhattacharyya and S Nandi, Design of new Class of t-EC / d-ED / AUED Codes, Journal of IETE Research, vol 45, no 5, October, 1999.
1998
  1. D K Bhattacharyya and S Nandi, Theory and Design of SEC-DED-AUED Codes, IEE (E), vol 145, no 2, pp 1-6, 1998.
    2. (DOI: 10.1049/ip-cdt:19981904)
CONFERENCE ARTICLES

2016
  1. Vikas Sharma, Diganta Baruah, Dibyajyoti Chutia, Pln Raju and D K Bhattacharya, An assessment of support vector machine kernel parameters using remotely sensed satellite data in the Proc of RTEICT'16, May, 2016. (DOI: 10.1109/RTEICT.2016.7808096)
  2. B M Ittanagi and D K Bhattacharyya,Generalized Softset Approach for Information Systems accepted for publication in the Proc of ICCP 2016, India.

2015
  1. N Hoque, H A Ahmed, D K Bhattacharyya and J K Kalita, An efficient KNN-based classifier over optimal feature space, in the Proc. of ICCM-2015, Jaipur India, 2015
  2. N Hoque, D K Bhattacharyya and J K Kalita, FFSc: A low-rate and high-rate DDoS attack detection method using multivariate analysis, in the Proc of COMSNETS, Bangalore, January, 2016
2013
  1. R Goswami, D K Bhattacharyya and M Dutta, Multiobjective Differential Evolution Algorithm using Binary Encoded Data in Selecting Views for Materializing in Data Warehouse in the LNCS Proc of SEMCCO'13, pp 95-106, 2013.
  2. Purbarag Pathak Choudhury, Ujjal Kr. Dutta and Dhruba Kr. Bhattacharyya, Multispectral Satellite Data Classification Using Soft Computing Approach communicated to SEMCCO'13
  3. M Gogoi and D K Bhattacharyya, Fusion of Fingerprint and Iris biometrics using Binary Ant Colony Optimization,accepted for publication in the LNCS Proc of SocPros'13.
2012
  1. R Goswami, D K Bhattacharyya and M Dutta, Selection of Views for Materializing in Data Warehouse Using MOSA and AMOSA, in the LNICST Proc of ICCSEA 2012, vol I, pp 619-628, New Delhi, India
  2. Devayon Das and D K Bhattacharyya, Decomposition+:Improving l-diversity for Multiple Sensitive Attributes, in the Advances in Computer Science and Engineering, Part II (LNICST Proc of CCSIT'12), pp 403-412, Bangalore, January, 2012 (DOI: 10.1007/978-3-642-27308-7_44).
  3. J Jakhar, P dey, M Dutta and D K Bhattacharyya, CellTCS:A Secure Threshold Cryptography Scheme based on Non-linear Hybrid Cellular Automata, in the Elsevier Procedia Technology, vol 6, 2012, pp 947-953, India
2009
  1. Rory Lewis, J K Kalita, S Sharma and D K Bhattacharyya, Music Industry Scalar Analysis Using Unsupervised Fourier Feature Selection, in the Proc of Recent Advances in Intelligent Information System (IIS2009), pp 485-494, Krakow, Poland, 2009. (Citation: 01)
2008
  1. M Kalita, D K Bhattacharyya and M Dutta, Privacy Preserving Clustering- A Hybrid Approach,in the IEEE Proc of ADCOM2008, ISBN 978-1-4244-2962-2, pp 123-130, India (DOI:10.1109/ADCOM.2008.4760438).
    2. (Citation:01)
  2. S Roy and D K Bhattacharyya, Efficient Mining of Top-K Strongly Correlated Item Pairs using One Pass Technique ,in the IEEE Proc of ADCOM2008, ISBN 978-1-4244-2962-2, India (DOI:10.1109/ADCOM.2008.4760438).(Citation:02)
  3. S Roy and D K Bhattacharyya, SCOPE: An Efficient One Pass Approach to find strongly Correlated Item Pairs, in the IEEE Proc of ICIT08, Bhubaneswar, pp 123-126, India (http://doi.ieeecomputersociety.org/10.1109/ICIT.2008.10).
  4. S Sharma and D K Bhattacharyya, Grid based clustering technique for setellite image application, in the Proc of INCA2008, Ahmedabad, India.
  5. D Chutia and D K Bhattacharyya, Multi-resolution Segmentation for Extraction of Linear Features from High Resolution Indian Satellite Data- an Object-Oriented Approach, in the Proc of INCA2008, Ahmedabad, India.
  6. B Nath, D K Bhattacharyya and A Ghosh, Faster Rule Generation Technique, in the Proc of INCA2008, Ahmedabad, India.
  7. B Nath, D K Bhattacharyya and A Ghosh, Dimensionality Reduction Technique, in the Proc of INCA2008, Ahmedabad, India.
2007
  1. B Borah and D K Bhattacharyya, A Clustering technique using Density Difference, Proc of ICSCN07, February 22-24, 2007, pp 585-588, INDIA. (Citation: 07)
  2. H K Kalita and D K Bhattacharyya, A New Algorithm for Ordering of Points To Identify Clustering Structure Based On Perimeter of of Triangle: OPTICS(BOPT), in the Proc of ADCOM'07, pp. 523-528, 2007, Guwahati, India.
    3. (Citation:04)
  3. S Sharma, R Das and D K Bhattacharyya, Intrinsic Cluster detection Using Adaptive Grids, in the Proc of ADCOM'07 (IEEE), pp. 371-376, 2007, Guwahati, India.
    4. (Citation : 03)
  4. B Nath, D K Bhattacharyya and A Ghosh, Frequency Count Based Filter for Dimensionality Reduction , in the Proc of ADCOM'07 (IEEE), pp. 377-381, 2007, Guwahati, India. (Citation:01)
2006
  1. P J Dutta, D K Bhattacharyya, J K Kalita and M Dutta, Clustering Approach to Content Based Image Retrieval, GMAI, pp. 183-188, Geometric Modeling and Imaging{New Trends (GMAI'06), 2006.
    2. (Citation:3)
  2. R Das, S Sharma and D K Bhattacharyya, A Distributed Clustering Technique for Intrinsic Cluster Detection over Large Spatial Datasets, Proc of InSciT2006, 2006.
  3. R Das, S Sharma and D K Bhattacharyya, An Efficient Clustering Technique for Intrinsic Cluster Detection over Large Spatial Datasets, pp 117-122, ADCOM2006, Mangalore, December, 2006.
2005
  1. B Nath and D K Bhattacharyya, Partition Based Association Rule Mining Using Multi-objective Genetic Algorithm, in the Proc of BIOT'2005, Colorado, 2005.
  2. B Nath, D K Bhattacharyya and A Ghosh, Efficient Association Mining Using Multi-objective Genetic Algorithm, in the Proc of ADCOM'2005, December, 2005.
  3. A Ahmed, B Bora and D K Bhattacharyya, A Frequency Vector Based Hierarchical Clustering Algorithm for Mixed Type of Data, in the Proc of ADCOM'2005, December, 2005.
  4. B Bora and D K Bhattacharyya, A Density based Subspace Clustering technique for Gene Expression Data, in the Proc of BIOT-2005, October, 2005, USA.
2004
  1. B Bora and D K Bhattacharyya, An Improved Sampling Based DBSCAN for Clustering Large Spatial Databases, in the Proc of ICISIP-2004 (IEEE Press), pp 92-96, Chennai, 2004. (Citation : 50)
  2. A Das and D K Bhattacharyya, FFC: Feature Selection Using Frequency Count, in the Proc of ADCOM2004, pp 620-624, December 2004, Ahmedabad, India
  3. P J Dutta, D Bhattacharyya, J Kalita and M Dutta, Spatial Color Indexing using Clustering Technique, the 8th World Multi-Conference on Systemics, Cybernatics and Informatics (SCI'2004), Vol VI: Image, Acoustics, Signal Processing & OPtical Systems, Technologies and Applications, pp 216-221, Orlando, Florida, July 2004.
  4. A Das and D K Bhattacharyya, Faster Algorithms for Association Rule Mining, in the Proc of ADCOM2004, pp 629-635, December 2004, Ahmedabad, India.
  5. B Bora and D K Bhattacharyya, A Parallelization of Density Based Clustering Technique on Distributed memory Multicomputer, in the Proc of ADCOM2004, pp 536-541, December, 2004. (Citation:04)
2003
  1. G Singh, B Bora and D K Bhattacharyya, Spatial Data Mining and Its Application in Information Retrieval, in the Proc. of RTPS-2003, GU, India, 2003.
  2. D K Bhattacharyya and N Sarma, A Secure Payment Protocol, in the Proc. of RTPS-2003, GU, India, 2003
  3. A Das and D K Bhattacharyya, Efficient Rule Mining for Dynamic Database, in the Proc. of ITPC-2003, vol 1, pp 25-30, Kathmandu, Nepal, May, 2003. (Citation:02)
  4. D K Bhattacharyya and S Nandi, Digital Watermarking Using Information Theoretic Approach, in the Proc. of ITPC-2003, vol 2, pp 141-147, Kathmandu, Nepal, May, 2003.
  5. A Das, D K Bhattacharyya and J Kalita, Horizontal vs Vertical Partitioning in Association Rule Mining: A Comparison in the Proc. of CINC-2003, pp. 1617-1620, Cary, North Carolina, September 2003, USA.
    6. (Citation:01)
  6. R K Das and D K Bhattacharyya, Parallel Algorithm for Density based Clustering over Large databases, in the Proc. of CIT-2003, pp.89-92, Orissa, 2003.
2001
  1. M Dutta and D K Bhattacharyya, On the Complexity of ROCK Clustering Algorithm, in Proc of SDIS'01, pp 97-101, 2001
  2. B Bora and D K Bhattacharyya, GA in Robust Clustering, in Proc of SDIS'01, pp 31-36, 2001
  3. A Das and D K Bhattacharyya, Efficient Rule Mining Using Modified Apriori, in Proc of SDIS'01, pp 117-119, 2001
  4. A Das and D K Bhattacharyya, Efficient Rule Mining using Vertical Partitioning, in Proc of CIT2001, Orissa, December, 2001.
2000
  1. R K Das and D K Bhattacharyya, A New Scheme for SEC-DED Codes, in Proc of Int'nl Conference on IT and Communication, Bangkok, Thailand, pp 81-89, August, 2000.
  2. D K Bhattacharyya and S Nandi, CA in Password-only Authenticated Key Exchange, in Proc of Int'nl Conference on IT and Communication, Bangkok, Thailand, pp 89-97, August, 2000.
    3. (Citation: 03) [DOI:10.1109/SIPS.2000.886780]
  3. S R Siddique and D K Bhattacharyya, A Secure Dual Watermarking Technique, in the Proc. of ICCCD2000 (Vol II), pp 667-670, Kharagpur, India, December, 2000.
  4. S R Siddique and D K Bhattacharyya, A Simplified Dual Watermarking Technique, in the Proc. of ADCOM2000 (IEEE), pp 318-321, Coachin, India, December, 2000.
  5. R K Das, A Das and D K Bhattacharyya, A Distributed k-medoids Algorithm for Large Data Sets, in the Proc of WDC2000,Jadavpur, India, 2000.
1999
  1. D K Bhattacharyya, R K Das and S Nandi, FFT based Enciphering Scheme, Proc of CIT99, India, pp. 249-254, 1999.
  2. D K Bhattacharyya, R K Das and S Nandi, An Efficient Image Clustering Scheme, Proc of CIT99, India, pp. 244-249, 1999.
  3. D K Bhattacharyya and S Nandi, CA based Encryption Scheme, in Proc of NCET99, India, pp 26-33, 1999.
1998
  1. D K Bhattacharyya and S Nandi, A Secure Block Ciphering Scheme, in Proc of ISIT98, IEEE CS Press, pp 91-92, M.I.T., USA, 1998.
    2. (DOI:10.1109/ISIT.1998.708905)
  2. D K Bhattacharyya, M C Bora and S Nandi, An Architecture of Image Database System, in Proc of COMAD98, Tata McGraw Hill, pp 67-75, India, 1998.
  3. D K Bhattacharyya, M C Bora and S Nandi, Cellular Automata in Authenticated Key Exchange, in Proc of ADCOMP98, pp 820-827, Tata McGraw Hill, India, 1998.
1997
  1. D K Bhattacharyya, S N N Pandit and S Nandi, A New Enciphering Scheme, in Proc of Telematics97, pp 1-11, India, 1997.
  2. D K Bhattacharyya, M C Bora and S Nandi, Efficient Design of One-Way Hash Function, in Proc of ADCOMP97, Tata McGraw Hill, pp 121-130, India, 1997.
  3. D K Bhattacharyya, M C Bora and S Nandi, Application of RMDM and Its Drawbacks, in Proc of CUPUM97, Narosa, pp 866-877, India, 1997.
  4. D K Bhattacharyya and S Nandi, A New Class of t-EC / d-ED / AUED Codes, in Proc of PRFTS97, IEEE CS Press, pp 41-46, Taipei, Taiwan, 1997.
    5. (Citation: 02)(http://doi.ieeecomputersociety.org/10.1109/PRFTS.1997.640123)
  5. D K Bhattacharyya and S Nandi, An Efficient Class of SEC-DED-AUED Codes, in Proc of I-SPAN97, IEEE CS Press, pp 410-416, Taipei, Taiwan, 1997.
    6. (Citation: 07) (http://doi.ieeecomputersociety.org/10.1109/ISPAN.1997.645128)
  6. D K Bhattacharyya and S N N Pandit, Basin Structure with Ultimate Periodicity, in Proc of INTERNET97, IEEE Hyderabad, pp 95-100, India, 1997.
1996
  1. D K Bhattacharyya and B Dubey, Multimedia in Ecosystem Modelling : An Application to Keoladeo National Park, in Proc of SIP96, IASTED, Annecey, France, 1996.
  2. D K Bhattacharyya, M C Bora and S Nandi, An Architecture of Multimedia Information System, in Proc of ADCOMP96, Tata McGraw Hill, pp 178-181, India, 1996.

ADDRESS

Professor, Department of CSE
Tezpur University, Napaam-784028
Assam, India
(+91)3712-267171(Off)
(+91)3712-267006(Fax)
Mail-id: dkb@tezu.ernet.in

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