Saptarsi Goswami

According to our database, Saptarsi Goswami authored at least 36 papers between 2012 and 2024.

Collaborative distances:

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

2024

An EfficientNet-Based Ensemble for Bird-Call Recognition with Enhanced Noise Reduction.

Wazib Ansar, Ahan Chatterjee, Saptarsi Goswami, Amlan Chakrabarti

SN Comput. Sci., 2024

A Novel Denoising Technique and Deep Learning Based Hybrid Wind Speed Forecasting Model for Variable Terrain Conditions.

Sourav Malakar, Saptarsi Goswami, Amlan Chakrabarti, Bhaswati Ganguli

CoRR, 2024

A Survey on Transformers in NLP with Focus on Efficiency.

Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti

CoRR, 2024

TexIm FAST: Text-to-Image Representation for Semantic Similarity Evaluation using Transformers.

Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti

CoRR, 2024

2023

A novel selective learning based transformer encoder architecture with enhanced word representation.

Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty

Appl. Intell., April, 2023

2022

A novel transfer learning-based short-term solar forecasting approach for India.

Saptarsi Goswami, Sourav Malakar, Bhaswati Ganguli, Amlan Chakrabarti

Neural Comput. Appl., 2022

An effective feature subset selection approach based on Jeffries-Matusita distance for multiclass problems.

Rikta Sen, Saptarsi Goswami, Ashis Kumar Mandal, Basabi Chakraborty

J. Intell. Fuzzy Syst., 2022

A fuzzy set based approach for effective feature selection.

Amit Kumar Das, Basabi Chakraborty, Saptarsi Goswami, Amlan Chakrabarti

Fuzzy Sets Syst., 2022

TexIm: A Novel Text-to-Image Encoding Technique Using BERT.

Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty

Proceedings of the Computer Vision and Machine Intelligence, 2022

2021

Comparative Study of Univariate and Multivariate Long Short-Term Memory for Very Short-Term Forecasting of Global Horizontal Irradiance.

Ashis Kumar Mandal, Rikta Sen, Saptarsi Goswami, Basabi Chakraborty

Symmetry, 2021

A Novel Feature Representation for Prediction of Global Horizontal Irradiance Using a Bidirectional Model.

Sourav Malakar, Saptarsi Goswami, Bhaswati Ganguli, Amlan Chakrabarti, Sugata Sen Roy, K. Boopathi, A. G. Rangaraj

Mach. Learn. Knowl. Extr., 2021

An efficient methodology for aspect-based sentiment analysis using BERT through refined aspect extraction.

Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty

J. Intell. Fuzzy Syst., 2021

Combating the menace: A survey on characterization and detection of fake news from a data science perspective.

Wazib Ansar, Saptarsi Goswami

Int. J. Inf. Manag. Data Insights, 2021

2019

An approach of feature selection using graph-theoretic heuristic and hill climbing.

Saptarsi Goswami, Amit Kumar Das, Priyanka Guha, Arunabha Tarafdar, Sanjay Chakraborty, Amlan Chakrabarti, Basabi Chakraborty

Pattern Anal. Appl., 2019

Jeffries-Matusita distance as a tool for feature selection.

Rikta Sen, Saptarsi Goswami, Basabi Chakraborty

Proceedings of the International Conference on Data Science and Engineering, 2019

Human Activity Recognition using Deep Neural Network.

Piyush Mishra, Sourankana Dey, Suvro Shankar Ghosh, Dibyendu Bikash Seal, Saptarsi Goswami

Proceedings of the International Conference on Data Science and Engineering, 2019

A Comparative Study of the Stability of Filter based Feature Selection Algorithms.

Rikta Sen, Ashis Kumar Mandal, Saptarsi Goswami, Basabi Chakraborty

Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

Utilization of Oversampling for multiclass sentiment analysis on Amazon Review Dataset.

Anirban Mukherjee, Sabyasachi Mukhopadhyay, Prasanta K. Panigrahi, Saptarsi Goswami

Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

2018

An empirical study of feature selection for classification using genetic algorithm.

Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty

Int. J. Adv. Intell. Paradigms, 2018

Portfolio Management by Time Series Clustering Using Correlation for Stocks.

Arup Mitra, Abhra Das, Saptarsi Goswami, Joy Mustafi, A. K. Jalan

Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

2017

An efficient feature selection technique for clustering based on a new measure of feature importance.

Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty

J. Intell. Fuzzy Syst., 2017

A feature cluster taxonomy based feature selection technique.

Saptarsi Goswami, Amit Kumar Das, Amlan Chakrabarti, Basabi Chakraborty

Expert Syst. Appl., 2017

A new hybrid feature selection approach using feature association map for supervised and unsupervised classification.

Amit Kumar Das, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty

Expert Syst. Appl., 2017

Automated Stem Angle Determination for Temporal Plant Phenotyping Analysis.

Sruti Das Choudhury, Saptarsi Goswami, Srinidhi Bashyam, Tala Awada, Ashok Samal

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

An Approach to Build a Database for Crimes in India Using Twitter.

Ranu Sinha, Mohit Kumar, Saptarsi Goswami

Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2017

2016

A Proposal for Recommendation of Feature Selection Algorithm based on Data Set Characteristics.

Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty

J. Univers. Comput. Sci., 2016

A review on application of data mining techniques to combat natural disasters.

Saptarsi Goswami, Sanjay Chakraborty, Sanhita Ghosh, Amlan Chakrabarti, Basabi Chakraborty

CoRR, 2016

Multi-objective Genetic Algorithm setup for feature subset selection in clustering.

Himanshu Kashyap, Sohini Das, Jayee Bhattacharjee, Ritu Halder, Saptarsi Goswami

Proceedings of the 2016 3rd International Conference on Recent Advances in Information Technology (RAIT), 2016

Application of twitter in health care sector for India.

Avinash Kumar Bamwal, Govind Kumar Choudhary, Raj Swamim, Aman Kedia, Saptarsi Goswami, Amit Kumar Das

Proceedings of the 2016 3rd International Conference on Recent Advances in Information Technology (RAIT), 2016

RSentiment: A Tool to Extract Meaningful Insights from Textual Reviews.

Subhasree Bose, Urmi Saha, Debanjana Kar, Saptarsi Goswami, Amlan Kusum Nayak, Satyajit Chakrabarti

Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

A Graph-Theoretic Approach for Visualization of Data Set Feature Association.

Amit Kumar Das, Saptarsi Goswami, Basabi Chakraborty, Amlan Chakrabarti

Proceedings of the Advanced Computing and Systems for Security, 2016

2015

Analysis of correlation structure of data set for efficient pattern classification.

Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Feature Subset Selection for Clustering Using Binary Particle Swarm Optimization.

Surjodoy Ghosh Dastider, Himanshu Kashyap, Shashwata Mandal, Abhinandan Ghosh, Saptarsi Goswami

Proceedings of the 2015 International Conference on Information Technology, 2015

2012

Outlier Detection Techniques for SQL and ETL Tuning

Saptarsi Goswami, Samiran Ghosh, Amlan Chakrabarti

CoRR, 2012

Quartile Clustering: A quartile based technique for Generating Meaningful Clusters

Saptarsi Goswami, Amlan Chakrabarti

CoRR, 2012

Outlier detection from ETL Execution trace

Saptarsi Goswami, Samiran Ghosh, Amlan Chakrabarti

CoRR, 2012