Santanu Kumar Rath

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 59

Top Topics

Machine Learning

Effort Estimation

Top Venues

ACM SIGSOFT Softw. Eng. Notes

Publications

Jitendra Kumar Rout, Anmol Dalmia, Santanu Kumar Rath, Bhabendu Kumar Mohanta, Somula Ramasubbareddy, Amir H. Gandomi
Detecting Product Review Spammers Using Principles of Big Data. IEEE Trans. Engineering Management 70 (7) (2023)
Debachudamani Prusti, Ranjan Kumar Behera, Santanu Kumar Rath
Hybridizing graph-based Gaussian mixture model with machine learning for classification of fraudulent transactions. Comput. Intell. 38 (6) (2022)
Amar Nath, Santanu Kumar Rath
Service oriented architecture-based design of bank-ATM and its verification with Petri-net. Int. J. Simul. Process. Model. 16 (4) (2021)
Shubham Ingole, Abhishek Kumar, Debachudamani Prusti, Santanu Kumar Rath
Service-Based Credit Card Fraud Detection Using Oracle SOA Suite. SN Comput. Sci. 2 (3) (2021)
Debachudamani Prusti, Abhishek Kumar, Ingole Shubham Purusottam, Santanu Kumar Rath
A design methodology for web-based services to detect fraudulent transactions in credit card. ISEC (2021)
Sahithi Tummalapalli, Lov Kumar, Lalita Bhanu Murthy Neti, Santanu Kumar Rath
An Empirical Study to investigate the Effectiveness of Different Variants of SMOTE for Improving Web Service Anti-Patterns Prediction. ISEC (2021)
Sahithi Tummalapalli, Juhi Mittal, Lov Kumar, Lalita Bhanu Murthy Neti, Santanu Kumar Rath
An Empirical Analysis on the Prediction of Web Service Anti-patterns Using Source Code Metrics and Ensemble Techniques. ICCSA (7) (2021)
Ranjan Kumar Behera, Monalisa Jena, Santanu Kumar Rath, Sanjay Misra
Co-LSTM: Convolutional LSTM model for sentiment analysis in social big data. Inf. Process. Manag. 58 (1) (2021)
Abhishek Kumar, Debachudamani Prusti, Ingole Shubham Purusottam, Santanu Kumar Rath
Real time SOA based credit card fraud detection system using machine learning techniques. ICCCNT (2021)
Anisha Kumari, Ranjan Kumar Behera, Abhishek Sai Shukla, Satya Prakash Sahoo, Sanjay Misra, Santanu Kumar Rath
Quantifying Influential Communities in Granular Social Networks Using Fuzzy Theory. ICCSA (4) (2020)
Ranjan Kumar Behera, Sushree Das, Santanu Kumar Rath, Sanjay Misra, Robertas Damasevicius
Comparative Study of Real Time Machine Learning Models for Stock Prediction through Streaming Data. J. Univers. Comput. Sci. 26 (9) (2020)
Ranjan Kumar Behera, Debadatta Naik, Dharavath Ramesh, Santanu Kumar Rath
MR-IBC: MapReduce-based incremental betweenness centrality in large-scale complex networks. Soc. Netw. Anal. Min. 10 (1) (2020)
Ranjan Kumar Behera, Debadatta Naik, Santanu Kumar Rath, Ramesh Dharavath
Genetic algorithm-based community detection in large-scale social networks. Neural Comput. Appl. 32 (13) (2020)
Ashish Kumar Dwivedi, Anand Tirkey, Santanu Kumar Rath
Applying learning-based methods for recognizing design patterns. Innov. Syst. Softw. Eng. 15 (2) (2019)
Vartika Mishra, Santanu Kumar Rath
Detection of Breast Cancer Thermograms based on Asymmetry Analysis using Texture features. ICCCNT (2019)
Ranjan Kumar Behera, Santanu Kumar Rath, Sanjay Misra, Robertas Damasevicius, Rytis Maskeliunas
Distributed Centrality Analysis of Social Network Data Using MapReduce. Algorithms 12 (8) (2019)
Ranjan Kumar Behera, Santanu Kumar Rath, Sanjay Misra, Marcelo León, Adewole Adewumi
Machine Learning Approach for Reliability Assessment of Open Source Software. ICCSA (4) (2019)
Debachudamani Prusti, Santanu Kumar Rath
Fraudulent Transaction Detection in Credit Card by Applying Ensemble Machine Learning techniques. ICCCNT (2019)
Debachudamani Prusti, Santanu Kumar Rath
Web service based credit card fraud detection by applying machine learning techniques. TENCON (2019)
Ransingh B. Ray, Mukesh Kumar, Santanu Kumar Rath
High performance computing RBFN for classification of sizable microarrays. RAIT (2018)
Ashish Kumar Dwivedi, Santanu Kumar Rath, Shashank Mouli Satapathy, L. Srinivasa Chakravarthy, P. Krishna Subba Rao
Applying Reverse Engineering Techniques to Analyze Design Patterns in Source Code. ICACCI (2018)
Parul Chak, Ranjan Kumar Behera, Debadatta Naik, Santanu Kumar Rath, Dharavath Ramesh
Content matching problem in large scale network using weighted b-matching algorithm. RAIT (2018)
Ranjan Kumar Behera, Suyash Shukla, Santanu Kumar Rath, Sanjay Misra
Software Reliability Assessment Using Machine Learning Technique. ICCSA (5) (2018)
Ashish Kumar Dwivedi, Santanu Kumar Rath
Transformation of Alloy Notation into a Semantic Notation. ACM SIGSOFT Softw. Eng. Notes 43 (1) (2018)
Ashish Kumar Dwivedi, Anand Tirkey, Santanu Kumar Rath
Software design pattern mining using classification-based techniques. Frontiers Comput. Sci. 12 (5) (2018)
Lov Kumar, Santanu Kumar Rath, Ashish Sureka
Using source code metrics to predict change-prone web services: A case-study on ebay services. MaLTeSQuE@SANER (2017)
Lov Kumar, Santanu Kumar Rath, Ashish Sureka
Estimating Web Service Quality of Service Parameters using Source Code Metrics and LSSVM. QuASoQ@APSEC (2017)
Ranjan Kumar Behera, Abhishek Sai Shukla, Sambit Mahapatra, Santanu Kumar Rath, Bibhudatta Sahoo, Swapan Bhattacharya
Map-Reduce based Link Prediction for Large Scale Social Network. SEKE (2017)
Lov Kumar, Santanu Kumar Rath, Ashish Sureka
Using Source Code Metrics and Ensemble Methods for Fault Proneness Prediction. CoRR (2017)
Abinash Tripathy, Santanu Kumar Rath
Classification of Sentiment of Reviews using Supervised Machine Learning Techniques. Int. J. Rough Sets Data Anal. 4 (1) (2017)
Ranjan Kumar Behera, Sushree Das, Monalisa Jena, Santanu Kumar Rath, Bibhudatta Sahoo
A Comparative Study of Distributed Tools for Analyzing Streaming Data. ICIT (2017)
Lov Kumar, Ranjan Kumar Behera, Santanu Kumar Rath, Ashish Sureka
Transfer Learning for Cross-Project Change-Proneness Prediction in Object-Oriented Software Systems: A Feasibility Analysis. ACM SIGSOFT Softw. Eng. Notes 42 (3) (2017)
Ranjan Kumar Behera, Lov Kumar, Monalisa Jena, Sambit Mahapatra, Abhishek Sai Shukla, Santanu Kumar Rath
Nearness and Influence Based Link Prediction (NILP) in Distributed Platform. ICCSA (6) (2017)
Abinash Tripathy, Abhishek Anand, Santanu Kumar Rath
Document-level sentiment classification using hybrid machine learning approach. Knowl. Inf. Syst. 53 (3) (2017)
Shashank Mouli Satapathy, Santanu Kumar Rath
Empirical Assessment of Machine Learning Models for Effort Estimation of Web-based Applications. ISEC (2017)
Mukesh Kumar, Ransingh B. Ray, Santanu Kumar Rath
Spark based classification of microarray data using scalable artificial neural network. Int. J. Data Min. Bioinform. 19 (4) (2017)
Lov Kumar, Santanu Kumar Rath, Ashish Sureka
An Empirical Analysis on Effective Fault Prediction Model Developed Using Ensemble Methods. COMPSAC (1) (2017)
Lov Kumar, Ranjan Kumar Behera, Santanu Kumar Rath, Ashish Sureka
A Bibliometric Study of ACM SIGSOFT Software Engineering Notes from 2007 to 2016. ACM SIGSOFT Softw. Eng. Notes 42 (3) (2017)
Lov Kumar, Santanu Kumar Rath, Ashish Sureka
Using Source Code Metrics and Multivariate Adaptive Regression Splines to Predict Maintainability of Service Oriented Software. HASE (2017)
Shashank Mouli Satapathy, Santanu Kumar Rath
Empirical assessment of machine learning models for agile software development effort estimation using story points. Innov. Syst. Softw. Eng. 13 (2-3) (2017)
Lov Kumar, Santanu Kumar Rath, Ashish Sureka
Empirical Analysis on Effectiveness of Source Code Metrics for Predicting Change-Proneness. ISEC (2017)
Sukanya Panda, Santanu Kumar Rath
Investigating the structural linkage between IT capability and organizational agility: A study on Indian financial enterprises. J. Enterp. Inf. Manag. 29 (5) (2016)
Abinash Tripathy, Ankit Agrawal, Santanu Kumar Rath
Classification of sentiment reviews using n-gram machine learning approach. Expert Syst. Appl. 57 (2016)
Shashank Mouli Satapathy, Santanu Kumar Rath
Effort estimation of web-based applications using machine learning techniques. ICACCI (2016)
Shashank Mouli Satapathy, Mukesh Kumar, Santanu Kumar Rath
Optimised class point approach for software effort estimation using adaptive neuro-fuzzy inference system model. Int. J. Comput. Appl. Technol. 54 (4) (2016)
Ashish Kumar Dwivedi, Anand Tirkey, Santanu Kumar Rath
An ontology based approach for formal modeling of structural design patterns. IC3 (2016)
Shashank Mouli Satapathy, Barada Prasanna Acharya, Santanu Kumar Rath
Early stage software effort estimation using random forest technique based on use case points. IET Softw. 10 (1) (2016)
Lov Kumar, Santanu Kumar Rath, Ashish Sureka
Predicting Quality of Service (QoS) Parameters using Extreme Learning Machines with Various Kernel Methods. QuASoQ/TDA@APSEC (2016)
Mukesh Kumar, Nitish Kumar Rath, Santanu Kumar Rath
Analysis of microarray leukemia data using an efficient MapReduce-based K-nearest-neighbor classifier. J. Biomed. Informatics 60 (2016)
Lov Kumar, Santanu Kumar Rath
Quality Assessment of Web Services Using Multivariate Adaptive Regression Splines. APSEC (2015)
Debendra Kumar Naik, Smita Kumari, Santanu Kumar Rath
Application of Soft Computing Technique for Web Service Selection. ICDCIT (2015)
Abinash Tripathy, Santanu Kumar Rath
Object Oriented Analysis using Natural Language Processing concepts: A Review. CoRR (2015)
Prayasee Pradhan, Ashish Kumar Dwivedi, Santanu Kumar Rath
Detection of design pattern using Graph Isomorphism and Normalized Cross Correlation. IC3 (2015)
Smita Kumari, Santanu Kumar Rath
Performance comparison of SOAP and REST based Web Services for Enterprise Application Integration. ICACCI (2015)
Amar Nath, Rajdeep Niyogi, Santanu Kumar Rath
Optimized Scenario of Temperature Forecasting using SOA and Soft Computing Techniques. SocProS (1) (2015)
Ashish Kumar Dwivedi, Santanu Kumar Rath
Incorporating Security Features in Service-Oriented Architecture using Security Patterns. ACM SIGSOFT Softw. Eng. Notes 40 (1) (2015)
Swati Vipsita, Santanu Kumar Rath
Sequence-based protein superfamily classification using computational intelligence techniques: a review. Int. J. Data Min. Bioinform. 11 (4) (2015)
Mukesh Kumar, Santanu Kumar Rath
Classification of microarray using MapReduce based proximal support vector machine classifier. Knowl. Based Syst. 89 (2015)
Yeresime Suresh, Santanu Kumar Rath
Application of meta-heuristic algorithms for automated software test data generation. Int. J. Comput. Intell. Stud. 4 (2) (2015)
Ashish Kumar Dwivedi, Santanu Kumar Rath
Selecting and formalizing an architectural style: A comparative study. IC3 (2014)
Shashank Mouli Satapathy, Santanu Kumar Rath
Class point approach for software effort estimation using various support vector regression kernel methods. ISEC (2014)
Shashank Mouli Satapathy, Barada Prasanna Acharya, Santanu Kumar Rath
Class point approach for software effort estimation using stochastic gradient boosting technique. ACM SIGSOFT Softw. Eng. Notes 39 (3) (2014)
Shashank Mouli Satapathy, Aditi Panda, Santanu Kumar Rath
Story Point Approach based Agile Software Effort Estimation using Various SVR Kernel Methods. SEKE (2014)
Sumana Maity, Santanu Kumar Rath
Extended Clique percolation method to detect overlapping community structure. ICACCI (2014)
Shashank Mouli Satapathy, Santanu Kumar Rath
Use Case Point Approach Based Software Effort Estimation using Various Support Vector Regression Kernel Methods. CoRR (2014)
Shashank Mouli Satapathy, Mukesh Kumar, Santanu Kumar Rath
Class point approach for software effort estimation using soft computing techniques. ICACCI (2013)
Suchismita Chinara, Santanu Kumar Rath
CPN validation of neighbor detection protocol for ad hoc networks. ICICS (2011)
Kumar Dhiraj, E. Ashwani Kumar, Rameshwar Baliar Singh, Santanu Kumar Rath
PCNN Based Hybrid Approach for Suppression of High Density of Impulsive Noise. ICISTM (2009)
Suchismita Chinara, Santanu Kumar Rath
TACA: Topology Adaptive Clustering Algorithm for Mobile Ad Hoc Network. ICWN (2009)
Kumar Dhiraj, Santanu Kumar Rath, Korra Sathya Babu
FCM for Gene Expression Bioinformatics Data. IC3 (2009)
Suchismita Chinara, Santanu Kumar Rath
A Survey on One-Hop Clustering Algorithms in Mobile Ad Hoc Networks. J. Netw. Syst. Manag. 17 (1-2) (2009)
Suchismita Chinara, Santanu Kumar Rath
Mobility Based Clustering Algorithm and the Energy Consumption Model of Dynamic Nodes in Mobile Ad Hoc Network. ICIT (2008)
Santanu Kumar Rath, Jagdish Chandra Patra, Alex ChiChung Kot
An intelligent pressure sensor with self-calibration capability using artificial neural networks. SMC (2000)