Saptarsi Goswami

According to our database1, Saptarsi Goswami authored at least 33 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An EfficientNet-Based Ensemble for Bird-Call Recognition with Enhanced Noise Reduction.
SN Comput. Sci., 2024

2023
A novel selective learning based transformer encoder architecture with enhanced word representation.
Appl. Intell., April, 2023

2022
A novel transfer learning-based short-term solar forecasting approach for India.
Neural Comput. Appl., 2022

An effective feature subset selection approach based on Jeffries-Matusita distance for multiclass problems.
J. Intell. Fuzzy Syst., 2022

A fuzzy set based approach for effective feature selection.
Fuzzy Sets Syst., 2022

TexIm: A Novel Text-to-Image Encoding Technique Using BERT.
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.
Symmetry, 2021

A Novel Feature Representation for Prediction of Global Horizontal Irradiance Using a Bidirectional Model.
Mach. Learn. Knowl. Extr., 2021

An efficient methodology for aspect-based sentiment analysis using BERT through refined aspect extraction.
J. Intell. Fuzzy Syst., 2021

Combating the menace: A survey on characterization and detection of fake news from a data science perspective.
Int. J. Inf. Manag. Data Insights, 2021

2019
An approach of feature selection using graph-theoretic heuristic and hill climbing.
Pattern Anal. Appl., 2019

Jeffries-Matusita distance as a tool for feature selection.
Proceedings of the International Conference on Data Science and Engineering, 2019

Human Activity Recognition using Deep Neural Network.
Proceedings of the International Conference on Data Science and Engineering, 2019

A Comparative Study of the Stability of Filter based Feature Selection Algorithms.
Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

Utilization of Oversampling for multiclass sentiment analysis on Amazon Review Dataset.
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.
Int. J. Adv. Intell. Paradigms, 2018

Portfolio Management by Time Series Clustering Using Correlation for Stocks.
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.
J. Intell. Fuzzy Syst., 2017

A feature cluster taxonomy based feature selection technique.
Expert Syst. Appl., 2017

A new hybrid feature selection approach using feature association map for supervised and unsupervised classification.
Expert Syst. Appl., 2017

Automated Stem Angle Determination for Temporal Plant Phenotyping Analysis.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

An Approach to Build a Database for Crimes in India Using Twitter.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2017

2016
A Proposal for Recommendation of Feature Selection Algorithm based on Data Set Characteristics.
J. Univers. Comput. Sci., 2016

A review on application of data mining techniques to combat natural disasters.
CoRR, 2016

Multi-objective Genetic Algorithm setup for feature subset selection in clustering.
Proceedings of the 2016 3rd International Conference on Recent Advances in Information Technology (RAIT), 2016

Application of twitter in health care sector for India.
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.
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.
Proceedings of the Advanced Computing and Systems for Security, 2016

2015
Analysis of correlation structure of data set for efficient pattern classification.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Feature Subset Selection for Clustering Using Binary Particle Swarm Optimization.
Proceedings of the 2015 International Conference on Information Technology, 2015

2012
Outlier Detection Techniques for SQL and ETL Tuning
CoRR, 2012

Quartile Clustering: A quartile based technique for Generating Meaningful Clusters
CoRR, 2012

Outlier detection from ETL Execution trace
CoRR, 2012


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