Saptarsi Goswami

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Topics

Selection Algorithm

Feature Selection

Comparative Study

Top Venues

J. Intell. Fuzzy Syst.

Expert Syst. Appl.

Publications

Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti
TexIm FAST: Text-to-Image Representation for Semantic Similarity Evaluation using Transformers. CoRR (2024)
Wazib Ansar, Ahan Chatterjee, Saptarsi Goswami, Amlan Chakrabarti
An EfficientNet-Based Ensemble for Bird-Call Recognition with Enhanced Noise Reduction. SN Comput. Sci. 5 (2) (2024)
Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti
A Survey on Transformers in NLP with Focus on Efficiency. CoRR (2024)
Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
A novel selective learning based transformer encoder architecture with enhanced word representation. Appl. Intell. 53 (8) (2023)
Saptarsi Goswami, Sourav Malakar, Bhaswati Ganguli, Amlan Chakrabarti
A novel transfer learning-based short-term solar forecasting approach for India. Neural Comput. Appl. 34 (19) (2022)
Amit Kumar Das, Basabi Chakraborty, Saptarsi Goswami, Amlan Chakrabarti
A fuzzy set based approach for effective feature selection. Fuzzy Sets Syst. 449 (2022)
Rikta Sen, Saptarsi Goswami, Ashis Kumar Mandal, Basabi Chakraborty
An effective feature subset selection approach based on Jeffries-Matusita distance for multiclass problems. J. Intell. Fuzzy Syst. 42 (4) (2022)
Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
TexIm: A Novel Text-to-Image Encoding Technique Using BERT. CVMI (2022)
Wazib Ansar, Saptarsi Goswami
Combating the menace: A survey on characterization and detection of fake news from a data science perspective. Int. J. Inf. Manag. Data Insights 1 (2) (2021)
Sourav Malakar, Saptarsi Goswami, Bhaswati Ganguli, Amlan Chakrabarti, Sugata Sen Roy, K. Boopathi, A. G. Rangaraj
A Novel Feature Representation for Prediction of Global Horizontal Irradiance Using a Bidirectional Model. Mach. Learn. Knowl. Extr. 3 (4) (2021)
Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
An efficient methodology for aspect-based sentiment analysis using BERT through refined aspect extraction. J. Intell. Fuzzy Syst. 40 (5) (2021)
Ashis Kumar Mandal, Rikta Sen, Saptarsi Goswami, Basabi Chakraborty
Comparative Study of Univariate and Multivariate Long Short-Term Memory for Very Short-Term Forecasting of Global Horizontal Irradiance. Symmetry 13 (8) (2021)
Saptarsi Goswami, Amit Kumar Das, Priyanka Guha, Arunabha Tarafdar, Sanjay Chakraborty, Amlan Chakrabarti, Basabi Chakraborty
An approach of feature selection using graph-theoretic heuristic and hill climbing. Pattern Anal. Appl. 22 (2) (2019)
Piyush Mishra, Sourankana Dey, Suvro Shankar Ghosh, Dibyendu Bikash Seal, Saptarsi Goswami
Human Activity Recognition using Deep Neural Network. ICDSE (2019)
Anirban Mukherjee, Sabyasachi Mukhopadhyay, Prasanta K. Panigrahi, Saptarsi Goswami
Utilization of Oversampling for multiclass sentiment analysis on Amazon Review Dataset. iCAST (2019)
Rikta Sen, Ashis Kumar Mandal, Saptarsi Goswami, Basabi Chakraborty
A Comparative Study of the Stability of Filter based Feature Selection Algorithms. iCAST (2019)
Rikta Sen, Saptarsi Goswami, Basabi Chakraborty
Jeffries-Matusita distance as a tool for feature selection. ICDSE (2019)
Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
An empirical study of feature selection for classification using genetic algorithm. Int. J. Adv. Intell. Paradigms 10 (3) (2018)
Arup Mitra, Abhra Das, Saptarsi Goswami, Joy Mustafi, A. K. Jalan
Portfolio Management by Time Series Clustering Using Correlation for Stocks. CICBA (2) (2018)
Amit Kumar Das, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
A new hybrid feature selection approach using feature association map for supervised and unsupervised classification. Expert Syst. Appl. 88 (2017)
Ranu Sinha, Mohit Kumar, Saptarsi Goswami
An Approach to Build a Database for Crimes in India Using Twitter. CICBA (1) (2017)
Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
An efficient feature selection technique for clustering based on a new measure of feature importance. J. Intell. Fuzzy Syst. 32 (6) (2017)
Saptarsi Goswami, Amit Kumar Das, Amlan Chakrabarti, Basabi Chakraborty
A feature cluster taxonomy based feature selection technique. Expert Syst. Appl. 79 (2017)
Sruti Das Choudhury, Saptarsi Goswami, Srinidhi Bashyam, Tala Awada, Ashok Samal
Automated Stem Angle Determination for Temporal Plant Phenotyping Analysis. ICCV Workshops (2017)
Avinash Kumar Bamwal, Govind Kumar Choudhary, Raj Swamim, Aman Kedia, Saptarsi Goswami, Amit Kumar Das
Application of twitter in health care sector for India. RAIT (2016)
Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
A Proposal for Recommendation of Feature Selection Algorithm based on Data Set Characteristics. J. Univers. Comput. Sci. 22 (6) (2016)
Saptarsi Goswami, Sanjay Chakraborty, Sanhita Ghosh, Amlan Chakrabarti, Basabi Chakraborty
A review on application of data mining techniques to combat natural disasters. CoRR (2016)
Subhasree Bose, Urmi Saha, Debanjana Kar, Saptarsi Goswami, Amlan Kusum Nayak, Satyajit Chakrabarti
RSentiment: A Tool to Extract Meaningful Insights from Textual Reviews. FICTA (2) (2016)
Amit Kumar Das, Saptarsi Goswami, Basabi Chakraborty, Amlan Chakrabarti
A Graph-Theoretic Approach for Visualization of Data Set Feature Association. ACSS (2) (2016)
Himanshu Kashyap, Sohini Das, Jayee Bhattacharjee, Ritu Halder, Saptarsi Goswami
Multi-objective Genetic Algorithm setup for feature subset selection in clustering. RAIT (2016)
Surjodoy Ghosh Dastider, Himanshu Kashyap, Shashwata Mandal, Abhinandan Ghosh, Saptarsi Goswami
Feature Subset Selection for Clustering Using Binary Particle Swarm Optimization. ICIT (2015)
Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
Analysis of correlation structure of data set for efficient pattern classification. CYBCONF (2015)
Saptarsi Goswami, Samiran Ghosh, Amlan Chakrabarti
Outlier Detection Techniques for SQL and ETL Tuning CoRR (2012)
Saptarsi Goswami, Samiran Ghosh, Amlan Chakrabarti
Outlier detection from ETL Execution trace CoRR (2012)
Saptarsi Goswami, Amlan Chakrabarti
Quartile Clustering: A quartile based technique for Generating Meaningful Clusters CoRR (2012)