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ORCIDDhruba Kumar Bhattacharyya
Publications
- 2023
[j84]Manaswita Saikia
, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Identification of Potential Biomarkers Using Integrative Approach: A Case Study of ESCC. SN Comput. Sci. 4(2): 114 (2023)- 2022
- [j83]Tulika Kakati, Dhruba K. Bhattacharyya, Jugal K. Kalita, Trina M. Norden-Krichmar:
DEGnext: classification of differentially expressed genes from RNA-seq data using a convolutional neural network with transfer learning. BMC Bioinform. 23(1): 17 (2022) - [j79]Hussain Ahmed Chowdhury, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita:
UIPBC: An effective clustering for scRNA-seq data analysis without user input. Knowl. Based Syst. 248: 108767 (2022) - 2021
- [j77]Hussain Ahmed Chowdhury, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita:
UICPC: Centrality-based clustering for scRNA-seq data analysis without user input. Comput. Biol. Medicine 137: 104820 (2021) - [j76]Hussain Ahmed Chowdhury, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita:
UIFDBC: Effective density based clustering to find clusters of arbitrary shapes without user input. Expert Syst. Appl. 186: 115746 (2021) - [j75]Koyel Mandal, Rosy Sarmah, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita, Bhogeswar Borah:
Rank-preserving biclustering algorithm: a case study on miRNA breast cancer. Medical Biol. Eng. Comput. 59(4): 989-1004 (2021) - [j74]Hussain Ahmed Chowdhury, Pankaj Barah, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita:
Identification of potential Parkinson's disease biomarkers using computational biology approaches. Netw. Model. Anal. Health Informatics Bioinform. 10(1): 10 (2021) - [c42]Parthajit Borah, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Cost Effective Method for Ransomware Detection: An Ensemble Approach. ICDCIT 2021: 203-219 - 2020
- [j70]Hussain Ahmed Chowdhury, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita:
Differential Expression Analysis of RNA-seq Reads: Overview, Taxonomy, and Tools. IEEE ACM Trans. Comput. Biol. Bioinform. 17(2): 566-586 (2020) - [j69]Hussain Ahmed Chowdhury, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita:
(Differential) Co-Expression Analysis of Gene Expression: A Survey of Best Practices. IEEE ACM Trans. Comput. Biol. Bioinform. 17(4): 1154-1173 (2020) - [c41]Pooja Sharma, Anuj K. Pandey, Dhruba K. Bhattacharyya, Jugal K. Kalita, Subhash C. Dutta:
Discovering Biomarkers in Parkinson's Disease Using Module Correspondence and Pathway Information. ICMC 2020: 249-261 - 2019
- [j68]Tulika Kakati, Dhruba K. Bhattacharyya, Pankaj Barah, Jugal K. Kalita:
Comparison of Methods for Differential Co-expression Analysis for Disease Biomarker Prediction. Comput. Biol. Medicine 113 (2019) - [j67]Rup Kumar Deka, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita:
Active learning to detect DDoS attack using ranked features. Comput. Commun. 145: 203-222 (2019) - [j65]Rup Kumar Deka, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita:
Granger Causality in TCP Flooding Attack. Int. J. Netw. Secur. 21(1): 30-39 (2019) - [j64]P. Kakati, D. K. Bhattacharyya, Jugal K. Kalita:
BicBioEC: biclustering in biomarker identification for ESCC. Netw. Model. Anal. Health Informatics Bioinform. 8(1): 19 (2019) - [c40]Tulika Kakati, Dhruba K. Bhattacharyya, Jugal K. Kalita:
DEGnet: Identifying Differentially Expressed Genes Using Deep Neural Network from RNA-Seq Datasets. PReMI (2) 2019: 130-138 - [r1]Swarup Roy, Pooja Sharma, Keshab Nath, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Pre-Processing: A Data Preparation Step. Encyclopedia of Bioinformatics and Computational Biology (1) 2019: 463-471 - 2018
- [j62]Tulika Kakati, Hasin Afzal Ahmed, Dhruba K. Bhattacharyya, Jugal K. Kalita:
THD-Tricluster: A robust triclustering technique and its application in condition specific change analysis in HIV-1 progression data. Comput. Biol. Chem. 75: 154-167 (2018) - [j59]Upasana Sarmah, D. K. Bhattacharyya, Jugal K. Kalita:
A survey of detection methods for XSS attacks. J. Netw. Comput. Appl. 118: 113-143 (2018) - 2017
- [b1]Monowar H. Bhuyan, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Network Traffic Anomaly Detection and Prevention - Concepts, Techniques, and Tools. Computer Communications and Networks, Springer 2017, ISBN 978-3-319-65186-6, pp. 1-257 - [j57]Swaswati Goswami, Nazrul Hoque, Dhruba K. Bhattacharyya, Jugal Kalita:
An Unsupervised Method for Detection of XSS Attack. Int. J. Netw. Secur. 19(5): 761-775 (2017) - [j54]Sajid Nagi, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Complex detection from PPI data using ensemble method. Netw. Model. Anal. Health Informatics Bioinform. 6(1): 3 (2017) - [i6]Rup Kumar Deka, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita:
DDoS Attacks: Tools, Mitigation Approaches, and Probable Impact on Private Cloud Environment. CoRR abs/1710.08628 (2017) - 2016
- [j52]Rajib Goswami, Dhruba K. Bhattacharyya, Malayananda Dutta, Jugal K. Kalita:
Approaches and issues in view selection for materialising in data warehouse. Int. J. Bus. Inf. Syst. 21(1): 17-47 (2016) - [j51]Arindom Ain, Monowar H. Bhuyan, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Rank Correlation for Low-Rate DDoS Attack Detection: An Empirical Evaluation. Int. J. Netw. Secur. 18(3): 474-480 (2016) - [j50]Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita:
A multi-step outlier-based anomaly detection approach to network-wide traffic. Inf. Sci. 348: 243-271 (2016) - [j48]Nazrul Hoque, Dhruba K. Bhattacharyya, Jugal K. Kalita:
FFSc: a novel measure for low-rate and high-rate DDoS attack detection using multivariate data analysis. Secur. Commun. Networks 9(13): 2032-2041 (2016) - [j47]Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita:
E-LDAT: a lightweight system for DDoS flooding attack detection and IP traceback using extended entropy metric. Secur. Commun. Networks 9(16): 3251-3270 (2016) - [c37]Nazrul Hoque, Dhruba K. Bhattacharyya, Jugal K. Kalita:
A novel measure for low-rate and high-rate DDoS attack detection using multivariate data analysis. COMSNETS 2016: 1-2 - [c35]Nazrul Hoque, D. K. Bhattacharyya, Jugal K. Kalita:
Denial of Service Attack Detection using Multivariate Correlation Analysis. ICTCS 2016: 100:1-100:6 - [c34]Tulika Kakati, Hasin Afzal Ahmed, Dhruba K. Bhattacharyya, Jugal K. Kalita:
A Fast Gene Expression Analysis using Parallel Biclustering and Distributed Triclustering Approach. ICTCS 2016: 122:1-122:6 - [c32]Kangkan Medhi, Syed Sazzad Ahmed, Swarup Roy, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Information Theoretic Approaches for Detecting Causality in Gene Regulatory Networks. ICTCS 2016: 128:1-128:5 - 2015
- [j44]Hasin Afzal Ahmed, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Core and peripheral connectivity based cluster analysis over PPI network. Comput. Biol. Chem. 59: 32-41 (2015) - [j42]Nazrul Hoque, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Botnet in DDoS Attacks: Trends and Challenges. IEEE Commun. Surv. Tutorials 17(4): 2242-2270 (2015) - [j40]Monowar H. Bhuyan, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Towards Generating Real-life Datasets for Network Intrusion Detection. Int. J. Netw. Secur. 17(6): 683-701 (2015) - [j38]Hasin Afzal Ahmed, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Strew index. Netw. Model. Anal. Health Informatics Bioinform. 4(1): 24 (2015) - [j36]Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita:
An empirical evaluation of information metrics for low-rate and high-rate DDoS attack detection. Pattern Recognit. Lett. 51: 1-7 (2015) - 2014
- [j35]Swarup Roy, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Reconstruction of gene co-expression network from microarray data using local expression patterns. BMC Bioinform. 15(S-7): S10 (2014) - [j34]Monowar Hussain Bhuyan, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Towards an Unsupervised Method for Network Anomaly Detection in Large Datasets. Comput. Informatics 33(1): 1-34 (2014) - [j33]Monowar H. Bhuyan, Hirak Jyoti Kashyap, Dhruba Kumar Bhattacharyya, Jugal K. Kalita:
Detecting Distributed Denial of Service Attacks: Methods, Tools and Future Directions. Comput. J. 57(4): 537-556 (2014) - [j32]Prasanta Gogoi, D. K. Bhattacharyya, Bhogeswar Borah, Jugal K. Kalita:
MLH-IDS: A Multi-Level Hybrid Intrusion Detection Method. Comput. J. 57(4): 602-623 (2014) - [j31]Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita:
Network Anomaly Detection: Methods, Systems and Tools. IEEE Commun. Surv. Tutorials 16(1): 303-336 (2014) - [j30]Nazrul Hoque, D. K. Bhattacharyya, Jugal K. Kalita:
MIFS-ND: A mutual information-based feature selection method. Expert Syst. Appl. 41(14): 6371-6385 (2014) - [j29]Nazrul Hoque, Monowar H. Bhuyan, Ram Charan Baishya, D. K. Bhattacharyya, Jugal K. Kalita:
Network attacks: Taxonomy, tools and systems. J. Netw. Comput. Appl. 40: 307-324 (2014) - [j25]Hasin Afzal Ahmed, Priyakshi Mahanta, Dhruba Kumar Bhattacharyya, Jugal K. Kalita:
Shifting-and-Scaling Correlation Based Biclustering Algorithm. IEEE ACM Trans. Comput. Biol. Bioinform. 11(6): 1239-1252 (2014) - [c31]Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita:
Information metrics for low-rate DDoS attack detection: A comparative evaluation. IC3 2014: 80-84 - 2013
- [j23]Prasanta Gogoi, Dhruba K. Bhattacharyya, Jugal K. Kalita:
A rough set-based effective rule generation method for classification with an application in intrusion detection. Int. J. Secur. Networks 8(2): 61-71 (2013) - [j20]Swarup Roy, Dhruba K. Bhattacharyya, Jugal K. Kalita:
CoBi: Pattern Based Co-Regulated Biclustering of Gene Expression Data. Pattern Recognit. Lett. 34(14): 1669-1678 (2013) - 2012
- [j18]Priyakshi Mahanta, Hasin Afzal Ahmed, Dhruba K. Bhattacharyya, Jugal K. Kalita:
An effective method for network module extraction from microarray data. BMC Bioinform. 13(S-13): S4 (2012) - [j17]G. Priyadarshini, Rosy Das Sarmah, B. Chakraborty, Dhruba Kumar Bhattacharyya, Jugal K. Kalita:
An effective graph-based clustering technique to identify coherent patterns from gene expression data. Int. J. Bioinform. Res. Appl. 8(1/2): 18-37 (2012) - [j16]Monowar H. Bhuyan, Dhruba K. Bhattacharyya, Jugal K. Kalita:
AOCD: An Adaptive Outlier Based Coordinated Scan Detection Approach. Int. J. Netw. Secur. 14(6): 339-351 (2012) - [j15]Hasin Afzal Ahmed, Priyakshi Mahanta, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Module extraction from subspace co-expression networks. Netw. Model. Anal. Health Informatics Bioinform. 1(4): 183-195 (2012) - [c24]Priyakshi Mahanta, Hasin Afzal Ahmed, Jugal K. Kalita, Dhruba Kumar Bhattacharyya:
Discretization in gene expression data analysis: a selected survey. CCSEIT 2012: 69-75 - [c21]Prasanta Gogoi, Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita:
Packet and Flow Based Network Intrusion Dataset. IC3 2012: 322-334 - [c19]Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita:
An effective unsupervised network anomaly detection method. ICACCI 2012: 533-539 - [c18]Swarup Roy, D. K. Bhattacharyya, Jugal K. Kalita:
Deterministic Approach for Biclustering of Co-Regulated Genes from Gene Expression Data. KES 2012: 490-499 - [i4]Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita:
Survey on Incremental Approaches for Network Anomaly Detection. CoRR abs/1211.4493 (2012) - 2011
- [j13]Prasanta Gogoi, D. K. Bhattacharyya, Bhogeswar Borah, Jugal K. Kalita:
A Survey of Outlier Detection Methods in Network Anomaly Identification. Comput. J. 54(4): 570-588 (2011) - [j12]Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita:
Surveying Port Scans and Their Detection Methodologies. Comput. J. 54(10): 1565-1581 (2011) - [j11]Monowar Hussain Bhuyan, Dhruba K. Bhattacharyya, Jugal K. Kalita:
Survey on Incremental Approaches for Network Anomaly Detection. Int. J. Commun. Networks Inf. Secur. 3(3) (2011) - [j9]Rosy Das, Jugal K. Kalita, Dhruba Kumar Bhattacharyya:
A pattern matching approach for clustering gene expression data. Int. J. Data Min. Model. Manag. 3(2): 130-149 (2011) - [c15]Hasin Afzal Ahmed, Priyakshi Mahanta, D. K. Bhattacharyya, Jugal K. Kalita:
GERC: Tree Based Clustering for Gene Expression Data. BIBE 2011: 299-302 - [c13]Monowar H. Bhuyan, D. K. Bhattacharyya, Jugal K. Kalita:
NADO: network anomaly detection using outlier approach. ICCCS 2011: 531-536 - 2009
- [j6]Rosy Das, Jugal K. Kalita, Dhruba Kumar Bhattacharyya:
A new approach for clustering gene expression time series data. Int. J. Bioinform. Res. Appl. 5(3): 310-328 (2009) - [c9]Rosy Das, Dhruba Kumar Bhattacharyya, Jugal K. Kalita:
An Incremental Clustering of Gene Expression Data. NaBIC 2009: 742-747 - 2006
- [c6]Pranab Jyoti Dutta, D. K. Bhattacharyya, Jugal K. Kalita, Malayananda Dutta:
Clustering Approach to Content Based Image Retrieval. GMAI 2006: 183-188
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