Dhruba K. Bhattacharyya

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Computer Science

Why Is Dhruba K. Bhattacharyya Influential?

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According to Wikipedia, Dhruba K. Bhattacharyya is a senior member of IEEE and a professor in the department of Computer Science and Engineering in Tezpur University, Tezpur, Assam. Early life and education Career Bhattacharyya served as the Dean of School of engineering, Tezpur University from February 2013 to February 2016 and also as the Dean of Academic affairs from January 2016 to March 2021. He held the office of the Pro Vice Chancellor of Tezpur University from April, 2021 to September, 2022. Currently he is the vice-chancellor of Tezpur University.

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Dhruba K. Bhattacharyya's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Network Anomaly Detection: Methods, Systems and Tools (2014) (1001)
MIFS-ND: A mutual information-based feature selection method (2014) (295)
A Survey of Outlier Detection Methods in Network Anomaly Identification (2011) (223)
Network attacks: Taxonomy, tools and systems (2014) (207)
Detecting Distributed Denial of Service Attacks: Methods, Tools and Future Directions (2014) (195)
An empirical evaluation of information metrics for low-rate and high-rate DDoS attack detection (2015) (186)
Botnet in DDoS Attacks: Trends and Challenges (2015) (186)
An improved sampling-based DBSCAN for large spatial databases (2004) (176)
Surveying Port Scans and Their Detection Methodologies (2011) (147)
Network Anomaly Detection: A Machine Learning Perspective (2013) (145)
Packet and Flow Based Network Intrusion Dataset (2012) (118)
A multi-step outlier-based anomaly detection approach to network-wide traffic (2016) (96)
Towards Generating Real-life Datasets for Network Intrusion Detection (2015) (91)
Reconstruction of gene co-expression network from microarray data using local expression patterns (2014) (89)
Anomaly Detection Analysis of Intrusion Data Using Supervised & Unsupervised Approach (2010) (84)
Real-time DDoS attack detection using FPGA (2017) (79)
Big Data Analytics in Bioinformatics: A Machine Learning Perspective (2015) (79)
EFS-MI: an ensemble feature selection method for classification (2018) (78)
Hyperspectral Remote Sensing Classifications: A Perspective Survey (2016) (78)
An Approach to Find Embedded Clusters Using Density Based Techniques (2005) (76)
MLH-IDS: A Multi-Level Hybrid Intrusion Detection Method (2014) (70)
Classification of microarray cancer data using ensemble approach (2013) (65)
Incremental association rule mining: a survey (2013) (61)
DDSC : A Density Differentiated Spatial Clustering Technique (2008) (57)
A survey of detection methods for XSS attacks (2018) (49)
Comparison of Methods for Differential Co-expression Analysis for Disease Biomarker Prediction (2019) (49)
An effective unsupervised network anomaly detection method (2012) (49)
Survey on Incremental Approaches for Network Anomaly Detection (2011) (49)
DDoS Attacks: Evolution, Detection, Prevention, Reaction, and Tolerance (2016) (46)
An Effective Technique for Clustering Incremental Gene Expression data (2010) (44)
Self-similarity based DDoS attack detection using Hurst parameter (2016) (43)
E-LDAT: a lightweight system for DDoS flooding attack detection and IP traceback using extended entropy metric (2016) (42)
Detection of HTTP flooding attacks in multiple scenarios (2011) (39)
NADO: network anomaly detection using outlier approach (2011) (39)
CoBi: Pattern Based Co-Regulated Biclustering of Gene Expression Data (2013) (35)
Network Traffic Anomaly Detection and Prevention (2017) (35)
A Fuzzy Mutual Information-based Feature Selection Method for Classification (2016) (33)
Triclustering in gene expression data analysis: A selected survey (2011) (33)
(Differential) Co-Expression Analysis of Gene Expression: A Survey of Best Practices (2020) (33)
Shifting-and-Scaling Correlation Based Biclustering Algorithm (2014) (32)
Plagiarism: Taxonomy, Tools and Detection Techniques (2018) (32)
Big data analytics in bioinformatics: architectures, techniques, tools and issues (2016) (31)
A novel measure for low-rate and high-rate DDoS attack detection using multivariate data analysis (2016) (30)
An Unsupervised Method for Detection of XSS Attack (2017) (28)
A Clustering Technique using Density Difference (2007) (27)
CLUSTERING GENE EXPRESSION DATA USING AN EFFECTIVE DISSIMILARITY MEASURE 1 (2010) (26)
A grid-density based technique for finding clusters in satellite image (2012) (26)
An effective method for network module extraction from microarray data (2012) (26)
An effective ensemble classification framework using random forests and a correlation based feature selection technique (2017) (24)
A new approach for clustering gene expression time series data (2009) (24)
Low-Rate and High-Rate Distributed DoS Attack Detection Using Partial Rank Correlation (2015) (23)
Decomposition+: Improving ℓ-Diversity for Multiple Sensitive Attributes (2012) (23)
Active learning to detect DDoS attack using ranked features (2019) (23)
Materialized view selection using evolutionary algorithm for speeding up big data query processing (2017) (20)
Discovering Association Rules from Incremental Datasets (2010) (20)
FFSc : a novel measure for low-rate and high-rate DDoS attack detection using multivariate data analysis (2016) (20)
Information metrics for low-rate DDoS attack detection: A comparative evaluation (2014) (20)
Defeating SQL injection attack in authentication security: an experimental study (2019) (19)
A rough set-based effective rule generation method for classification with an application in intrusion detection (2013) (19)
DyProSD: a dynamic protocol specific defense for high-rate DDoS flooding attacks (2017) (18)
AOCD: An Adaptive Outlier Based Coordinated Scan Detection Approach (2012) (18)
An Effective Method for Fingerprint Classification (2012) (18)
A New Approach on Rare Association Rule Mining (2012) (17)
Towards an Unsupervised Method for Network Anomaly Detection in Large Datasets (2014) (17)
Anomaly based DDoS Attack Detection (2015) (17)
Dance Gesture Recognition: A Survey (2015) (17)
Network Traffic Anomaly Detection Techniques and Systems (2017) (16)
GERC: Tree Based Clustering for Gene Expression Data (2011) (16)
Core and peripheral connectivity based cluster analysis over PPI network (2015) (16)
Differential Expression Analysis of RNA-seq Reads: Overview, Taxonomy, and Tools (2020) (16)
Biomarker Identification for Cancer Disease Using Biclustering Approach: An Empirical Study (2019) (16)
Gene expression data clustering analysis: A survey (2011) (15)
FUMET: A fuzzy network module extraction technique for gene expression data (2014) (15)
OPAM-An Efficient One Pass Association Mining Technique without Candidate Generation (2008) (15)
Rank Correlation for Low-Rate DDoS Attack Detection: An Empirical Evaluation (2016) (15)
A DDoS attack detection mechanism based on protocol specific traffic features (2012) (14)
Network Anomaly Identification using Supervised Classifier (2013) (14)
Efficient Rule Set Generation using Rough Set Theory for Classification of High Dimensional Data (2011) (14)
DDoS Attack Detection Using Unique Source IP Deviation (2017) (14)
An Efficient Approach on Rare Association Rule Mining (2012) (14)
RODHA: Robust Outlier Detection using Hybrid Approach (2012) (13)
Intersected coexpressed subcube miner: An effective triclustering algorithm (2011) (13)
A pattern matching approach for clustering gene expression data (2011) (13)
A Web Intrusion Detection Mechanism based on Feature based Data Clustering (2009) (13)
Disease biomarker identification from gene network modules for metastasized breast cancer (2017) (12)
Discretization in gene expression data analysis: a selected survey (2012) (12)
A New Algorithm for Ordering of Points to Identify Clustering Structure Based on Perimeter of Triangle: OPTICS(BOPT) (2007) (12)
Rule Mining for Dynamic Databases (2004) (12)
Privacy Preserving Clustering-A Hybrid Approach (2008) (12)
Rule based Detection of SQL Injection Attack (2012) (11)
Approaches and issues in view selection for materialising in data warehouse (2016) (11)
RODD: An Effective Reference-Based Outlier Detection Technique for Large Datasets (2011) (11)
Anomaly based intrusion detection using meta ensemble classifier (2012) (11)
Causality Inference Techniques for In-Silico Gene Regulatory Network (2013) (11)
Integrative network analysis identifies differential regulation of neuroimmune system in Schizophrenia and Bipolar disorder (2019) (11)
An Approach to Detection of SQL Injection Vulnerabilities Based on Dynamic Query Matching (2010) (11)
Unsupervised methods for finding protein complexes from PPI networks (2015) (10)
Clustering Approach to Content Based Image Retrieval (2006) (10)
Developing an effective biclustering technique using an enhanced proximity measure (2020) (10)
An incremental clustering of gene expression data (2009) (10)
A Distributed Algorithm for Intrinsic Cluster Detection over Large Spatial Data (2008) (10)
An Effective Fingerprint Classification and Search Method (2012) (10)
Outlier Identification using Symmetric Neighborhoods (2012) (9)
A statistical feature selection technique (2014) (9)
THD-Tricluster: A robust triclustering technique and its application in condition specific change analysis in HIV-1 progression data (2018) (9)
DEGnext: classification of differentially expressed genes from RNA-seq data using a convolutional neural network with transfer learning (2022) (9)
Detection of Cross-Site Scripting Attack under Multiple Scenarios (2015) (9)
A Fast Gene Expression Analysis using Parallel Biclustering and Distributed Triclustering Approach (2016) (9)
Analysis of Gene Expression Patterns Using Biclustering. (2015) (8)
Centrality analysis in PPI networks (2016) (8)
A common neighbor based technique to detect protein complexes in PPI networks (2017) (8)
Pre-Processing: A Data Preparation Step (2019) (8)
Intrinsic Cluster Detection Using Adaptive Grids (2007) (8)
UDP Flooding Attack Detection Using Information Metric Measure (2016) (7)
Determining crucial genes associated with COVID-19 based on COPD Findings✶,✶✶ (2020) (7)
An effective graph-based clustering technique to identify coherent patterns from gene expression data (2012) (7)
An Effective Density-Based Hierarchical Clustering Technique to Identify Coherent Patterns from Gene Expression Data (2011) (6)
Dimensionality Reduction for Association Rule Mining (2011) (6)
Deterministic Approach for Biclustering of Co-Regulated Genes from Gene Expression Data (2012) (6)
Efficient Mining of Top-K Strongly Correlated Item Pairs using One Pass Technique (2008) (6)
Horizontal vs . Vertical Partitioning in Association Rule Mining : A Comparison (2003) (6)
DDoS Attacks: Tools, Mitigation Approaches, and Probable Impact on Private Cloud Environment (2017) (6)
A Frequent Itemset – Nearest Neighbor Based Approach for Clustering Gene Expression Data (2009) (6)
Alert Management and Anomaly Prevention Techniques (2017) (5)
An Effective Dissimilarity Measure for Clustering Gene Expression Time Series Data (5)
UIFDBC: Effective density based clustering to find clusters of arbitrary shapes without user input (2021) (5)
Theory and design of SEC-DED-AUED codes (1998) (5)
An intrusion detection mechanism based on feature based data clustering (2008) (5)
Particle swarm optimisation-based KNN for improving KNN and ensemble classification performance (2015) (5)
Multiobjective Differential Evolution Algorithm Using Binary Encoded Data in Selecting Views for Materializing in Data Warehouse (2013) (5)
Frequency Count Based Filter for Dimensionality Reduction (2007) (5)
CNNC: a common nearest neighbour clustering approach for gene expression data (2011) (4)
A Preview on Subspace Clustering of High Dimensional Data (2013) (4)
An effective approach for improving the accuracy of a random forest classifier in the classification of Hyperion data (2020) (4)
Density-Based View Materialization (2005) (4)
mRMR+: An Effective Feature Selection Algorithm for Classification (2017) (4)
A Dataset of Single-Hand Gestures of Sattriya Dance (2018) (4)
SCOPE: An Efficient One Pass Approach to Find Strongly Correlated Item Pairs (2008) (4)
Detecting protein complexes based on a combination of topological and biological properties in protein-protein interaction network (2017) (4)
Identifying critical genes in esophageal squamous cell carcinoma using an ensemble approach (2020) (4)
HIMIC : A Hierarchical Mixed Type Data Clustering Algorithm (2005) (4)
Granger Causality in TCP Flooding Attack (2019) (4)
OBCsvmFS : Object-Based Classification supported by support vector machine Feature Selection approach for hyperspectral data (4)
Module extraction from subspace co-expression networks (2012) (4)
Detecting protein complexes using connectivity among nodes in a PPI Network (2015) (3)
CA-KEP : A Secure CA Based 2-Party Key Exchange Protocol (2012) (3)
POPBic: Pathway-Based Order Preserving Biclustering Algorithm Towards the Analysis of Gene Expression Data (2020) (3)
Effective feature extraction approach for fused images of Cartosat-I and Landsat ETM+ satellite sensors (2012) (3)
Biomarker Identification for ESCC Using Integrative DEA (2019) (3)
Tax Evasion and Tax Revenue Loss: A Further Examination (1994) (3)
MaNaDAC: An Effective Alert Correlation Method (2018) (3)
A Complete Detection and Mitigation Framework to Protect a Network from DDoS Attacks (2019) (3)
Denial of Service Attack Detection using Multivariate Correlation Analysis (2016) (3)
POPTric: Pathway-based Order Preserving Triclustering for gene sample time data analysis (2021) (3)
Biclustering Expression Data Using Node Addition Algorithm (2007) (3)
Cluster analysis of cancer data using semantic similarity, sequence similarity and biological measures (2014) (3)
Selection of Views for Materializing in Data Warehouse Using MOSA and AMOSA (2012) (3)
Segmentation of cortical gray and white matters from MRI using density based clustering approach (2015) (3)
A model on achieving higher performance in the classification of hyperspectral satellite data: a case study on Hyperion data (2014) (3)
Image Retrieval by Content Using Segmentation Approach (2005) (3)
An alert analysis approach to DDoS attack detection (2016) (3)
UICPC: Centrality-based clustering for scRNA-seq data analysis without user input (2021) (3)
Negative Correlation Aided Network Module Extraction (2012) (3)
Privacy Preserving Data Mining Using Matrix Algebraic Approach (2009) (2)
Network Anomaly Detection Using Unsupervised Model (2017) (2)
PKNN-MIFS: A Parallel KNN Classifier over an Optimal Subset of Features (2022) (2)
A Subspace Module Extraction Technique for Gene Expression Data (2013) (2)
A New Distributed Algorithm for Large Data Clustering (2000) (2)
DEGnet: Identifying Differentially Expressed Genes Using Deep Neural Network from RNA-Seq Datasets (2019) (2)
TUKNN: A Parallel KNN Algorithm to Handle Large Data (2020) (2)
X-Module: A novel fusion measure to associate co-expressed gene modules from condition-specific expression profiles (2020) (2)
Cost Effective Method for Ransomware Detection: An Ensemble Approach (2020) (2)
An effective method for network module extraction from microarray data (2012) (2)
Complex detection from PPI data using ensemble method (2017) (2)
Mining strongly correlated item pairs in large transaction databases (2013) (2)
A study of tools for differential co-expression analysis for RNA-Seq data (2021) (2)
Incremental Approaches for Network Anomaly Detection: Existing Solutions and Challenges (2011) (2)
Fusion of Fingerprint and Iris Biometrics Using Binary Ant Colony Optimization (2013) (2)
DCRS: A Multi-objective Protein Complex Finding Method (2018) (2)
A Similarity Measure for Clustering Gene Expression Data (2014) (2)
SATCLUS: An Effective Clustering Technique for Remotely Sensed Images (2011) (2)
Spatial Color Indexing Using Data Clustering Technique (2004) (2)
Tools and systems (2013) (2)
Protein complex finding and ranking: An application to Alzheimer’s disease (2017) (2)
BicGenesis: A Method to Identify ESCC Biomarkers Using the Biclustering Approach (2021) (1)
Pattern Recognition and Machine Intelligence: 8th International Conference, PReMI 2019, Tezpur, India, December 17-20, 2019, Proceedings, Part II (2019) (1)
Information Theoretic Approaches for Detecting Causality in Gene Regulatory Networks (2016) (1)
Integrative analysis identified common and unique molecular signatures in hepatobiliary cancers (2021) (1)
Defeating Cyber Attacks Due to Script Injection (2018) (1)
DisClus: A Distributed Clustering Technique over High Resolution Satellite Data (2010) (1)
Evaluating the Effectiveness of Soft K-Means in Detecting Overlapping Clusters (2016) (1)
Singleton Flow Traceback (SFT) Mechanism (2020) (1)
TVis: A Light-weight Traffic Visualization System for DDoS Detection (2019) (1)
PNME – A gene-gene parallel network module extraction method (2018) (1)
Autotuned Multilevel Clustering of Gene Expression Data (2012) (1)
Discovering Biomarkers in Parkinson's Disease Using Module Correspondence and Pathway Information (2020) (1)
An Effective Fingerprint Verification Technique (2010) (1)
DDoS, Machine Learning, Measures (2016) (1)
KNN-DK: A Modified K-NN Classifier with Dynamic k Nearest Neighbors (2021) (1)
NCBI: A Novel Correlation Based Imputing Technique Using Biclustering (2019) (1)
BicBioEC: biclustering in biomarker identification for ESCC (2019) (1)
Network Intrusion Detection using Categorical Clustering (2009) (1)
Music Industry Scalar Analysis Using Unsupervised Fourier Feature Selection (2009) (1)
An Integrative Systems Biology Approach Identifies Molecular Signatures Associated with Gallbladder Cancer Pathogenesis (2021) (1)
Detecting Gene Modules Using a Subspace Extraction Technique (2019) (1)
Rank-preserving biclustering algorithm: a case study on miRNA breast cancer (2021) (1)
A Distributed Clustering Technique for Intrinsic Cluster Detection (2006) (1)
Implementation of Minimally Shared Blockchains using Big Data Applications (2020) (1)
Subspace module extraction from MI-based co-expression network (2018) (1)
Highly Coherent Pattern Identification Using Graph-based Clustering (2010) (1)
An effective measure corresponding to biological significance (2014) (1)
Identification of potential Parkinson’s disease biomarkers using computational biology approaches (2021) (1)
A Systematic Hands-On Approach to Generate Real-Life Intrusion Datasets (2017) (1)
CellTCS:A Secure Threshold Cryptography Scheme based on Non-linear Hybrid Cellular Automata☆ (2012) (1)
Practical Tools for Attackers and Defenders (2017) (1)
Reconstruction of gene co-expression network from microarray data using local expression patterns (2014) (1)
FINGERPRINT INDEXING AND VERIFICATION (2013) (1)
Pattern Recognition and Machine Intelligence: 8th International Conference, PReMI 2019, Tezpur, India, December 17-20, 2019, Proceedings, Part I (2019) (0)
Subspace Clustering of Gene Expression Data : Challenges and Issues (2013) (0)
Finding gene coherent patterns using PATSUB+ (2012) (0)
Anomaly Based Intrusion Detection Using Incremental Approach : A Survey (2010) (0)
Improving Co-expressed Gene Pattern Finding Using Gene Ontology (2019) (0)
Secure: An Effective Smartphone Safety Solution (2019) (0)
Clustering Techniques (2012) (0)
PDComp: An Effective PPI complex Finding Method (2016) (0)
Crucial Gene Identification for Esophageal Squamous Cell Carcinoma Using Differential Expression Analysis (2020) (0)
HLR_DDoS: A Low-Rate and High-Rate DDoS Attack Detection Method Using \(\alpha \)-Divergence (2018) (0)
Strew index (2015) (0)
An effective ensemble method for missing data imputation (2023) (0)
A Gene Ontology based approach to protein complex detection (2016) (0)
DDoS Reaction and Tolerance (2016) (0)
Identification of potential Parkinson’s disease biomarkers using computational biology approaches (2021) (0)
Rank-preserving biclustering algorithm: a case study on miRNA breast cancer (2021) (0)
Use of Clustering Technique for Spatial Color Indexing Based on Silhouette Moment (2005) (0)
Multilevel Autotuned HIerarchical clustering (2010) (0)
DGDCT: A Distributed Grid-Density Based Algorithm for Intrinsic Cluster Detection over Massive Spatial Data (2008) (0)
An Effective Method for Multi-biometric Fusion using Simulated Annealing (2014) (0)
A New Gene Co-expression Networking Technique for In-silico Expression Data (2013) (0)
XSSD: A Cross-site Scripting Attack Dataset and its Evaluation (2020) (0)
TDAC: Co-Expressed Gene Pattern Finding Using Attribute Clustering (2012) (0)
A fast self-similarity matrix-based method for shrew DDoS attack detection (2020) (0)
Botnets: Trends and Challenges (2016) (0)
Protein complex finding and ranking: An application to Alzheimer’s disease (2017) (0)
Extracting Support Based k most Strongly Correlated Item Pairs in Large Transaction Databases (2010) (0)
Conclusion and Research Challenges (2016) (0)
Networks and Network Traffic Anomalies (2017) (0)
Big data analytics in bioinformatics: architectures, techniques, tools and issues (2016) (0)
UIPBC: An effective clustering for scRNA-seq data analysis without user input (2022) (0)
FUMET: A fuzzy network module extraction technique for gene expression data (2014) (0)
Empirical Analysis of Proximity Measures in Machine Learning (2019) (0)
Open Issues, Challenges, and Conclusion (2017) (0)
Integrative systems biology approach identified crucial genes and transcription factors associated with gallbladder cancer pathogenesis (2021) (0)
A New Class of t-Error Correcting / d-Error Detecting (d > t) and All Unidirectional Error Detecting Codes (1999) (0)
Rare Association Rule Mining (2012) (0)
Some studies on information representation and transmission (1998) (0)
Non-exclusive Clustering: A Partitioning Approach (2015) (0)
Correction to: Pattern Recognition and Machine Intelligence (2019) (0)
Network module extraction with positive and negative co-regulation (2012) (0)
CBDCEM: An effective centrality based differential co-expression method for critical gene finding (2022) (0)
Identification of Potential Biomarkers Using Integrative Approach: A Case Study of ESCC (2022) (0)
TDAC: co-expressed gene pattern finding using attribute clustering. (2015) (0)

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What Schools Are Affiliated With Dhruba K. Bhattacharyya?

Dhruba K. Bhattacharyya is affiliated with the following schools:

Tezpur University