Saptarsi Goswami

41 papers Misc 2Journal 27Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BEExformer: A Fast Inferencing Binarized Transformer With Early Exits. IEEE Trans. Sustain. Comput. Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti
2025	J	`jnl`	A Data Science Approach to Calcutta High Court Judgments: An Efficient LLM and RAG-powered Framework for Summarization and Similar Cases Retrieval. CoRR Puspendu Banerjee, Aritra Mazumdar, Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti
2025	J	`jnl`	An Adaptive Deep Learning Based Short-Term Wind Speed Forecasting Model for Variable Terrain Conditions. IEEE Trans. Artif. Intell. Sourav Malakar, Saptarsi Goswami, Bhaswati Ganguli, Amlan Chakrabarti
2025	J	`jnl`	TexIm FAST: Text-to-Image Encoding for Semantic Similarity Evaluation of Disproportionate Sequences. ACM Trans. Multim. Comput. Commun. Appl. Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
2024	J	`jnl`	A Novel Denoising Technique and Deep Learning Based Hybrid Wind Speed Forecasting Model for Variable Terrain Conditions. CoRR Sourav Malakar, Saptarsi Goswami, Amlan Chakrabarti, Bhaswati Ganguli
2024	J	`jnl`	A Survey on Transformers in NLP with Focus on Efficiency. CoRR Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti
2024	J	`jnl`	An EfficientNet-Based Ensemble for Bird-Call Recognition with Enhanced Noise Reduction. SN Comput. Sci. Wazib Ansar, Ahan Chatterjee, Saptarsi Goswami, Amlan Chakrabarti
2024	J	`jnl`	BEExformer: A Fast Inferencing Transformer Architecture via Binarization with Multiple Early Exits. CoRR Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti
2024	J	`jnl`	TexIm FAST: Text-to-Image Representation for Semantic Similarity Evaluation using Transformers. CoRR Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti
2023	J	`jnl`	A novel selective learning based transformer encoder architecture with enhanced word representation. Appl. Intell. Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
2022	J	`jnl`	A fuzzy set based approach for effective feature selection. Fuzzy Sets Syst. Amit Kumar Das, Basabi Chakraborty, Saptarsi Goswami, Amlan Chakrabarti
2022	J	`jnl`	A novel transfer learning-based short-term solar forecasting approach for India. Neural Comput. Appl. Saptarsi Goswami, Sourav Malakar, Bhaswati Ganguli, Amlan Chakrabarti
2022	J	`jnl`	An effective feature subset selection approach based on Jeffries-Matusita distance for multiclass problems. J. Intell. Fuzzy Syst. Rikta Sen, Saptarsi Goswami, Ashis Kumar Mandal, Basabi Chakraborty
2022	—	`conf`	TexIm: A Novel Text-to-Image Encoding Technique Using BERT. CVMI Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
2021	J	`jnl`	A Novel Feature Representation for Prediction of Global Horizontal Irradiance Using a Bidirectional Model. Mach. Learn. Knowl. Extr. Sourav Malakar, Saptarsi Goswami, Bhaswati Ganguli, Amlan Chakrabarti, Sugata Sen Roy, K. Boopathi, A. G. Rangaraj
2021	J	`jnl`	An efficient methodology for aspect-based sentiment analysis using BERT through refined aspect extraction. J. Intell. Fuzzy Syst. Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
2021	J	`jnl`	Combating the menace: A survey on characterization and detection of fake news from a data science perspective. Int. J. Inf. Manag. Data Insights Wazib Ansar, Saptarsi Goswami
2021	J	`jnl`	Comparative Study of Univariate and Multivariate Long Short-Term Memory for Very Short-Term Forecasting of Global Horizontal Irradiance. Symmetry Ashis Kumar Mandal, Rikta Sen, Saptarsi Goswami, Basabi Chakraborty
2019	—	`conf`	A Comparative Study of the Stability of Filter based Feature Selection Algorithms. iCAST Rikta Sen, Ashis Kumar Mandal, Saptarsi Goswami, Basabi Chakraborty
2019	J	`jnl`	An approach of feature selection using graph-theoretic heuristic and hill climbing. Pattern Anal. Appl. Saptarsi Goswami, Amit Kumar Das, Priyanka Guha, Arunabha Tarafdar, Sanjay Chakraborty, Amlan Chakrabarti, Basabi Chakraborty
2019	Misc	`conf`	Human Activity Recognition using Deep Neural Network. ICDSE Piyush Mishra, Sourankana Dey, Suvro Shankar Ghosh, Dibyendu Bikash Seal, Saptarsi Goswami
2019	Misc	`conf`	Jeffries-Matusita distance as a tool for feature selection. ICDSE Rikta Sen, Saptarsi Goswami, Basabi Chakraborty
2019	—	`conf`	Utilization of Oversampling for multiclass sentiment analysis on Amazon Review Dataset. iCAST Anirban Mukherjee, Sabyasachi Mukhopadhyay, Prasanta K. Panigrahi, Saptarsi Goswami
2018	J	`jnl`	An empirical study of feature selection for classification using genetic algorithm. Int. J. Adv. Intell. Paradigms Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
2018	—	`conf`	Portfolio Management by Time Series Clustering Using Correlation for Stocks. CICBA (2) Arup Mitra, Abhra Das, Saptarsi Goswami, Joy Mustafi, A. K. Jalan
2017	J	`jnl`	A feature cluster taxonomy based feature selection technique. Expert Syst. Appl. Saptarsi Goswami, Amit Kumar Das, Amlan Chakrabarti, Basabi Chakraborty
2017	J	`jnl`	A new hybrid feature selection approach using feature association map for supervised and unsupervised classification. Expert Syst. Appl. Amit Kumar Das, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
2017	—	`conf`	An Approach to Build a Database for Crimes in India Using Twitter. CICBA (1) Ranu Sinha, Mohit Kumar, Saptarsi Goswami
2017	J	`jnl`	An efficient feature selection technique for clustering based on a new measure of feature importance. J. Intell. Fuzzy Syst. Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
2017	—	`conf`	Automated Stem Angle Determination for Temporal Plant Phenotyping Analysis. ICCV Workshops Sruti Das Choudhury, Saptarsi Goswami, Srinidhi Bashyam, Tala Awada, Ashok Samal
2016	—	`conf`	A Graph-Theoretic Approach for Visualization of Data Set Feature Association. ACSS (2) Amit Kumar Das, Saptarsi Goswami, Basabi Chakraborty, Amlan Chakrabarti
2016	J	`jnl`	A Proposal for Recommendation of Feature Selection Algorithm based on Data Set Characteristics. J. Univers. Comput. Sci. Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
2016	J	`jnl`	A review on application of data mining techniques to combat natural disasters. CoRR Saptarsi Goswami, Sanjay Chakraborty, Sanhita Ghosh, Amlan Chakrabarti, Basabi Chakraborty
2016	—	`conf`	Application of twitter in health care sector for India. RAIT Avinash Kumar Bamwal, Govind Kumar Choudhary, Raj Swamim, Aman Kedia, Saptarsi Goswami, Amit Kumar Das
2016	—	`conf`	Multi-objective Genetic Algorithm setup for feature subset selection in clustering. RAIT Himanshu Kashyap, Sohini Das, Jayee Bhattacharjee, Ritu Halder, Saptarsi Goswami
2016	—	`conf`	RSentiment: A Tool to Extract Meaningful Insights from Textual Reviews. FICTA (2) Subhasree Bose, Urmi Saha, Debanjana Kar, Saptarsi Goswami, Amlan Kusum Nayak, Satyajit Chakrabarti
2015	—	`conf`	Analysis of correlation structure of data set for efficient pattern classification. CYBCONF Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty
2015	—	`conf`	Feature Subset Selection for Clustering Using Binary Particle Swarm Optimization. ICIT Surjodoy Ghosh Dastider, Himanshu Kashyap, Shashwata Mandal, Abhinandan Ghosh, Saptarsi Goswami
2012	J	`jnl`	Outlier Detection Techniques for SQL and ETL Tuning CoRR Saptarsi Goswami, Samiran Ghosh, Amlan Chakrabarti
2012	J	`jnl`	Outlier detection from ETL Execution trace CoRR Saptarsi Goswami, Samiran Ghosh, Amlan Chakrabarti
2012	J	`jnl`	Quartile Clustering: A quartile based technique for Generating Meaningful Clusters CoRR Saptarsi Goswami, Amlan Chakrabarti