Santanu Kumar Rath

According to our database, Santanu Kumar Rath authored at least 89 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Detecting Product Review Spammers Using Principles of Big Data.

Jitendra Kumar Rout, Anmol Dalmia, Santanu Kumar Rath, Bhabendu Kumar Mohanta, Somula Ramasubbareddy, Amir H. Gandomi

IEEE Trans. Engineering Management, July, 2023

2022

Hybridizing graph-based Gaussian mixture model with machine learning for classification of fraudulent transactions.

Debachudamani Prusti, Ranjan Kumar Behera, Santanu Kumar Rath

Comput. Intell., December, 2022

2021

Service-Based Credit Card Fraud Detection Using Oracle SOA Suite.

Shubham Ingole, Abhishek Kumar, Debachudamani Prusti, Santanu Kumar Rath

SN Comput. Sci., 2021

Co-LSTM: Convolutional LSTM model for sentiment analysis in social big data.

Ranjan Kumar Behera, Monalisa Jena, Santanu Kumar Rath, Sanjay Misra

Inf. Process. Manag., 2021

Service oriented architecture-based design of bank-ATM and its verification with Petri-net.

Amar Nath, Santanu Kumar Rath

Int. J. Simul. Process. Model., 2021

An Empirical Study to investigate the Effectiveness of Different Variants of SMOTE for Improving Web Service Anti-Patterns Prediction.

Sahithi Tummalapalli, Lov Kumar, Lalita Bhanu Murthy Neti, Santanu Kumar Rath

Proceedings of the ISEC 2021: 14th Innovations in Software Engineering Conference, 2021

A design methodology for web-based services to detect fraudulent transactions in credit card.

Debachudamani Prusti, Abhishek Kumar, Ingole Shubham Purusottam, Santanu Kumar Rath

Proceedings of the ISEC 2021: 14th Innovations in Software Engineering Conference, 2021

An Empirical Analysis on the Prediction of Web Service Anti-patterns Using Source Code Metrics and Ensemble Techniques.

Sahithi Tummalapalli, Juhi Mittal, Lov Kumar, Lalita Bhanu Murthy Neti, Santanu Kumar Rath

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Real time SOA based credit card fraud detection system using machine learning techniques.

Abhishek Kumar, Debachudamani Prusti, Ingole Shubham Purusottam, Santanu Kumar Rath

Proceedings of the 12th International Conference on Computing Communication and Networking Technologies, 2021

Predicting Software Defect Severity Level using Sentence Embedding and Ensemble Learning.

Lov Kumar, Prakhar Gupta, Lalita Bhanu Murthy Neti, Santanu Ku. Rath, Shashank Mouli Satapathy, Vipul Kocher, Srinivas Padmanabhuni

Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

2020

MR-IBC: MapReduce-based incremental betweenness centrality in large-scale complex networks.

Ranjan Kumar Behera, Debadatta Naik, Dharavath Ramesh, Santanu Kumar Rath

Soc. Netw. Anal. Min., 2020

Genetic algorithm-based community detection in large-scale social networks.

Ranjan Kumar Behera, Debadatta Naik, Santanu Kumar Rath, Ramesh Dharavath

Neural Comput. Appl., 2020

Comparative Study of Real Time Machine Learning Models for Stock Prediction through Streaming Data.

Ranjan Kumar Behera, Sushree Das, Santanu Kumar Rath, Sanjay Misra, Robertas Damasevicius

J. Univers. Comput. Sci., 2020

Quantifying Influential Communities in Granular Social Networks Using Fuzzy Theory.

Anisha Kumari, Ranjan Kumar Behera, Abhishek Sai Shukla, Satya Prakash Sahoo, Sanjay Misra, Santanu Kumar Rath

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2019

Applying learning-based methods for recognizing design patterns.

Ashish Kumar Dwivedi, Anand Tirkey, Santanu Kumar Rath

Innov. Syst. Softw. Eng., 2019

Distributed Centrality Analysis of Social Network Data Using MapReduce.

Ranjan Kumar Behera, Santanu Kumar Rath, Sanjay Misra, Robertas Damasevicius, Rytis Maskeliunas

Algorithms, 2019

Web service based credit card fraud detection by applying machine learning techniques.

Debachudamani Prusti, Santanu Kumar Rath

Proceedings of the TENCON 2019, 2019

Machine Learning Approach for Reliability Assessment of Open Source Software.

Ranjan Kumar Behera, Santanu Kumar Rath, Sanjay Misra, Marcelo León, Adewole Adewumi

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

Fraudulent Transaction Detection in Credit Card by Applying Ensemble Machine Learning techniques.

Debachudamani Prusti, Santanu Kumar Rath

Proceedings of the 10th International Conference on Computing, 2019

Detection of Breast Cancer Thermograms based on Asymmetry Analysis using Texture features.

Vartika Mishra, Santanu Kumar Rath

Proceedings of the 10th International Conference on Computing, 2019

2018

Transformation of Alloy Notation into a Semantic Notation.

Ashish Kumar Dwivedi, Santanu Kumar Rath

ACM SIGSOFT Softw. Eng. Notes, 2018

An effective fault prediction model developed using an extreme learning machine with various kernel methods.

Lov Kumar, Anand Tirkey, Santanu Ku. Rath

Frontiers Inf. Technol. Electron. Eng., 2018

Effective fault prediction model developed using Least Square Support Vector Machine (LSSVM).

Lov Kumar, Saikrishna Sripada, Ashish Sureka, Santanu Ku. Rath

J. Syst. Softw., 2018

Software design pattern mining using classification-based techniques.

Ashish Kumar Dwivedi, Anand Tirkey, Santanu Kumar Rath

Frontiers Comput. Sci., 2018

High performance computing RBFN for classification of sizable microarrays.

Ransingh B. Ray, Mukesh Kumar, Santanu Kumar Rath

Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

Content matching problem in large scale network using weighted b-matching algorithm.

Parul Chak, Ranjan Kumar Behera, Debadatta Naik, Santanu Kumar Rath, Dharavath Ramesh

Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

Software Reliability Assessment Using Machine Learning Technique.

Ranjan Kumar Behera, Suyash Shukla, Santanu Kumar Rath, Sanjay Misra

Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Applying Reverse Engineering Techniques to Analyze Design Patterns in Source Code.

Ashish Kumar Dwivedi, Santanu Kumar Rath, Shashank Mouli Satapathy, L. Srinivasa Chakravarthy, P. Krishna Subba Rao

Proceedings of the 2018 International Conference on Advances in Computing, 2018

2017

The impact of feature selection on maintainability prediction of service-oriented applications.

Lov Kumar, Aneesh Krishna, Santanu Ku. Rath

Serv. Oriented Comput. Appl., 2017

A Bibliometric Study of ACM SIGSOFT Software Engineering Notes from 2007 to 2016.

Lov Kumar, Ranjan Kumar Behera, Santanu Kumar Rath, Ashish Sureka

ACM SIGSOFT Softw. Eng. Notes, 2017

Transfer Learning for Cross-Project Change-Proneness Prediction in Object-Oriented Software Systems: A Feasibility Analysis.

Lov Kumar, Ranjan Kumar Behera, Santanu Kumar Rath, Ashish Sureka

ACM SIGSOFT Softw. Eng. Notes, 2017

Software maintainability prediction using hybrid neural network and fuzzy logic approach with parallel computing concept.

Lov Kumar, Santanu Ku. Rath

Int. J. Syst. Assur. Eng. Manag., 2017

Empirical validation for effectiveness of fault prediction technique based on cost analysis framework.

Lov Kumar, Santanu Ku. Rath

Int. J. Syst. Assur. Eng. Manag., 2017

Maintainability prediction of web service using support vector machine with various kernel methods.

Lov Kumar, Mukesh Kumar, Santanu Ku. Rath

Int. J. Syst. Assur. Eng. Manag., 2017

Document-level sentiment classification using hybrid machine learning approach.

Abinash Tripathy, Abhishek Anand, Santanu Kumar Rath

Knowl. Inf. Syst., 2017

Empirical assessment of machine learning models for agile software development effort estimation using story points.

Shashank Mouli Satapathy, Santanu Kumar Rath

Innov. Syst. Softw. Eng., 2017

Classification of Sentiment of Reviews using Supervised Machine Learning Techniques.

Abinash Tripathy, Santanu Kumar Rath

Int. J. Rough Sets Data Anal., 2017

Spark based classification of microarray data using scalable artificial neural network.

Mukesh Kumar, Ransingh B. Ray, Santanu Kumar Rath

Int. J. Data Min. Bioinform., 2017

An empirical analysis of the effectiveness of software metrics and fault prediction model for identifying faulty classes.

Lov Kumar, Sanjay Misra, Santanu Ku. Rath

Comput. Stand. Interfaces, 2017

Using Source Code Metrics and Ensemble Methods for Fault Proneness Prediction.

Lov Kumar, Santanu Kumar Rath, Ashish Sureka

CoRR, 2017

Using source code metrics to predict change-prone web services: A case-study on ebay services.

Lov Kumar, Santanu Kumar Rath, Ashish Sureka

Proceedings of the 2017 IEEE Workshop on Machine Learning Techniques for Software Quality Evaluation, 2017

Map-Reduce based Link Prediction for Large Scale Social Network.

Ranjan Kumar Behera, Abhishek Sai Shukla, Sambit Mahapatra, Santanu Kumar Rath, Bibhudatta Sahoo, Swapan Bhattacharya

Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

Empirical Assessment of Machine Learning Models for Effort Estimation of Web-based Applications.

Shashank Mouli Satapathy, Santanu Kumar Rath

Proceedings of the 10th Innovations in Software Engineering Conference, 2017

Empirical Analysis on Effectiveness of Source Code Metrics for Predicting Change-Proneness.

Lov Kumar, Santanu Kumar Rath, Ashish Sureka

Proceedings of the 10th Innovations in Software Engineering Conference, 2017

Nearness and Influence Based Link Prediction (NILP) in Distributed Platform.

Ranjan Kumar Behera, Lov Kumar, Monalisa Jena, Sambit Mahapatra, Abhishek Sai Shukla, Santanu Kumar Rath

Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

Using Source Code Metrics and Multivariate Adaptive Regression Splines to Predict Maintainability of Service Oriented Software.

Lov Kumar, Santanu Kumar Rath, Ashish Sureka

Proceedings of the 18th IEEE International Symposium on High Assurance Systems Engineering, 2017

An Empirical Analysis on Effective Fault Prediction Model Developed Using Ensemble Methods.

Lov Kumar, Santanu Kumar Rath, Ashish Sureka

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

A Comparative Study of Distributed Tools for Analyzing Streaming Data.

Ranjan Kumar Behera, Sushree Das, Monalisa Jena, Santanu Kumar Rath, Bibhudatta Sahoo

Proceedings of the 2017 International Conference on Information Technology, 2017

Estimating Web Service Quality of Service Parameters using Source Code Metrics and LSSVM.

Lov Kumar, Santanu Kumar Rath, Ashish Sureka

Proceedings of the 5th International Workshop on Quantitative Approaches to Software Quality co-located with 24th Asia-Pacific Software Engineering Conference (APSEC 2017), 2017

2016

Hybrid functional link artificial neural network approach for predicting maintainability of object-oriented software.

Lov Kumar, Santanu Ku. Rath

J. Syst. Softw., 2016

Investigating the structural linkage between IT capability and organizational agility: A study on Indian financial enterprises.

Sukanya Panda, Santanu Kumar Rath

J. Enterp. Inf. Manag., 2016

Analysis of microarray leukemia data using an efficient MapReduce-based K-nearest-neighbor classifier.

Mukesh Kumar, Nitish Kumar Rath, Santanu Kumar Rath

J. Biomed. Informatics, 2016

Optimised class point approach for software effort estimation using adaptive neuro-fuzzy inference system model.

Shashank Mouli Satapathy, Mukesh Kumar, Santanu Kumar Rath

Int. J. Comput. Appl. Technol., 2016

Early stage software effort estimation using random forest technique based on use case points.

Shashank Mouli Satapathy, Barada Prasanna Acharya, Santanu Kumar Rath

IET Softw., 2016

Classification of sentiment reviews using n-gram machine learning approach.

Abinash Tripathy, Ankit Agrawal, Santanu Kumar Rath

Expert Syst. Appl., 2016

Effort estimation of web-based applications using machine learning techniques.

Shashank Mouli Satapathy, Santanu Kumar Rath

Proceedings of the 2016 International Conference on Advances in Computing, 2016

An ontology based approach for formal modeling of structural design patterns.

Ashish Kumar Dwivedi, Anand Tirkey, Santanu Kumar Rath

Proceedings of the Ninth International Conference on Contemporary Computing, 2016

Centrality Approach for Community Detection in Large Scale Network.

Ranjan Kumar Behera, Debadatta Naik, Bibhudatta Sahoo, Santanu Ku. Rath

Proceedings of the 9th Annual ACM India Conference, 2016

Predicting Quality of Service (QoS) Parameters using Extreme Learning Machines with Various Kernel Methods.

Lov Kumar, Santanu Kumar Rath, Ashish Sureka

Proceedings of the Joint Proceedings of the 4th International Workshop on Quantitative Approaches to Software Quality (QuASoQ 2016) and 1st International Workshop on Technical Debt Analytics (TDA 2016) co-located with the 23rd Asia-Pacific Software Engineering Conference (APSEC 2016), 2016

2015

Incorporating Security Features in Service-Oriented Architecture using Security Patterns.

Ashish Kumar Dwivedi, Santanu Kumar Rath

ACM SIGSOFT Softw. Eng. Notes, 2015

Classification of microarray using MapReduce based proximal support vector machine classifier.

Mukesh Kumar, Santanu Kumar Rath

Knowl. Based Syst., 2015

Sequence-based protein superfamily classification using computational intelligence techniques: a review.

Swati Vipsita, Santanu Kumar Rath

Int. J. Data Min. Bioinform., 2015

Application of meta-heuristic algorithms for automated software test data generation.

Yeresime Suresh, Santanu Kumar Rath

Int. J. Comput. Intell. Stud., 2015

Object Oriented Analysis using Natural Language Processing concepts: A Review.

Abinash Tripathy, Santanu Kumar Rath

CoRR, 2015

Optimized Scenario of Temperature Forecasting using SOA and Soft Computing Techniques.

Amar Nath, Rajdeep Niyogi, Santanu Kumar Rath

Proceedings of Fifth International Conference on Soft Computing for Problem Solving, 2015

Predicting Object-Oriented Software Maintainability using Hybrid Neural Network with Parallel Computing Concept.

Lov Kumar, Santanu Ku. Rath

Proceedings of the 8th India Software Engineering Conference, 2015

Application of Soft Computing Technique for Web Service Selection.

Debendra Kumar Naik, Smita Kumari, Santanu Kumar Rath

Proceedings of the Distributed Computing and Internet Technology, 2015

Performance comparison of SOAP and REST based Web Services for Enterprise Application Integration.

Smita Kumari, Santanu Kumar Rath

Proceedings of the 2015 International Conference on Advances in Computing, 2015

Detection of design pattern using Graph Isomorphism and Normalized Cross Correlation.

Prayasee Pradhan, Ashish Kumar Dwivedi, Santanu Kumar Rath

Proceedings of the Eighth International Conference on Contemporary Computing, 2015

Quality Assessment of Web Services Using Multivariate Adaptive Regression Splines.

Lov Kumar, Santanu Kumar Rath

Proceedings of the 2015 Asia-Pacific Software Engineering Conference, 2015

2014

Evolutionary algorithms for object-oriented test data generation.

Yeresime Suresh, Santanu Ku. Rath

ACM SIGSOFT Softw. Eng. Notes, 2014

Class point approach for software effort estimation using stochastic gradient boosting technique.

Shashank Mouli Satapathy, Barada Prasanna Acharya, Santanu Kumar Rath

ACM SIGSOFT Softw. Eng. Notes, 2014

A Genetic Algorithm based Approach for Test Data Generation in Basis Path Testing.

Yeresime Suresh, Santanu Ku. Rath

CoRR, 2014

Use Case Point Approach Based Software Effort Estimation using Various Support Vector Regression Kernel Methods.

Shashank Mouli Satapathy, Santanu Kumar Rath

CoRR, 2014

Story Point Approach based Agile Software Effort Estimation using Various SVR Kernel Methods.

Shashank Mouli Satapathy, Aditi Panda, Santanu Kumar Rath

Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

Software effort estimation using machine learning techniques.

Jyoti Shivhare, Santanu Ku. Rath

Proceedings of the 7th India Software Engineering Conference, Chennai, 2014

Class point approach for software effort estimation using various support vector regression kernel methods.

Shashank Mouli Satapathy, Santanu Kumar Rath

Proceedings of the 7th India Software Engineering Conference, Chennai, 2014

Extended Clique percolation method to detect overlapping community structure.

Sumana Maity, Santanu Kumar Rath

Proceedings of the 2014 International Conference on Advances in Computing, 2014

Selecting and formalizing an architectural style: A comparative study.

Ashish Kumar Dwivedi, Santanu Kumar Rath

Proceedings of the Seventh International Conference on Contemporary Computing, 2014

2013

Class point approach for software effort estimation using soft computing techniques.

Shashank Mouli Satapathy, Mukesh Kumar, Santanu Kumar Rath

Proceedings of the International Conference on Advances in Computing, 2013

2012

Protein superfamily Classification using Adaptive Evolutionary Radial Basis Function Network.

Swati Vipsita, Santanu Ku. Rath

Int. J. Comput. Intell. Appl., 2012

2011

Protein feature classification using particle swarm optimization and artificial neural networks.

Bithin Kanti Shee, Swati Vipsita, Santanu Ku. Rath

Proceedings of the 2011 International Conference on Communication, 2011

CPN validation of neighbor detection protocol for ad hoc networks.

Suchismita Chinara, Santanu Kumar Rath

Proceedings of the 8th International Conference on Information, 2011

2009

A Survey on One-Hop Clustering Algorithms in Mobile Ad Hoc Networks.

Suchismita Chinara, Santanu Kumar Rath

J. Netw. Syst. Manag., 2009

TACA: Topology Adaptive Clustering Algorithm for Mobile Ad Hoc Network.

Suchismita Chinara, Santanu Kumar Rath

Proceedings of the 2009 International Conference on Wireless Networks, 2009

PCNN Based Hybrid Approach for Suppression of High Density of Impulsive Noise.

Kumar Dhiraj, E. Ashwani Kumar, Rameshwar Baliar Singh, Santanu Kumar Rath

Proceedings of the Information Systems, Technology and Management, 2009

FCM for Gene Expression Bioinformatics Data.

Kumar Dhiraj, Santanu Kumar Rath, Korra Sathya Babu

Proceedings of the Contemporary Computing - Second International Conference, 2009

2008

Mobility Based Clustering Algorithm and the Energy Consumption Model of Dynamic Nodes in Mobile Ad Hoc Network.

Suchismita Chinara, Santanu Kumar Rath

Proceedings of the 2008 International Conference on Information Technology, 2008

2000

An intelligent pressure sensor with self-calibration capability using artificial neural networks.

Santanu Kumar Rath, Jagdish Chandra Patra, Alex ChiChung Kot

Proceedings of the IEEE International Conference on Systems, 2000