Basabi Chakraborty

According to our database1, Basabi Chakraborty authored at least 98 papers between 1984 and 2022.

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Bibliography

2022
Investigating the Efficient Use of Word Embedding with Neural-Topic Models for Interpretable Topics from Short Texts.
Sensors, 2022

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

Real-Time Distraction Detection from Driving Data Based Personal Driving Model Using Deep Learning.
Int. J. Intell. Transp. Syst. Res., 2022

2021
Comparative Study of Univariate and Multivariate Long Short-Term Memory for Very Short-Term Forecasting of Global Horizontal Irradiance.
Symmetry, 2021

A Critical Study on Stability Measures of Feature Selection with a Novel Extension of Lustgarten Index.
Mach. Learn. Knowl. Extr., 2021

Feature selection in classification using self-adaptive owl search optimization algorithm with elitism and mutation strategies.
J. Intell. Fuzzy Syst., 2021

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

Taylor-DBN: A new framework for speech recognition systems.
Int. J. Wavelets Multiresolution Inf. Process., 2021

SNS Topics Comparison on COVID-19 in India, Japan, and Indonesia.
Proceedings of the IEEE Region 10 Conference, 2021

Performance Analysis of Extended Lustgarten Index for Stability of Feature Selection.
Proceedings of the 2021 IEEE International Conference on Service Operations and Logistics, 2021

Abnormality Detection and Segmentation in Breast Digital Mammography Images Using Neural Network.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Time-series Analysis of Newspaper Articles for Automatic Event Detection using LDA.
Proceedings of the 4th IEEE International Conference on Knowledge Innovation and Invention, 2021

Neural Topic Models for Short Text Using Pretrained Word Embeddings and Its Application To Real Data.
Proceedings of the 4th IEEE International Conference on Knowledge Innovation and Invention, 2021

Real Time Gait based Person Authentication using Deep Hybrid Network.
Proceedings of the 4th IEEE International Conference on Knowledge Innovation and Invention, 2021

Human Activity Recognition based on LSTM Neural Network Optimized by PSO Algorithm.
Proceedings of the 4th IEEE International Conference on Knowledge Innovation and Invention, 2021

2020
3D Multi-scale DenseNet for Malignancy Grade Classification of Pulmonary Nodules.
Proceedings of the 11th International Conference on Awareness Science and Technology, 2020

Social Media Mining with Dynamic Clustering: A Case Study by COVID-19 Tweets.
Proceedings of the 11th International Conference on Awareness Science and Technology, 2020

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

Effect of Data Representation for Time Series Classification - A Comparative Study and a New Proposal.
Mach. Learn. Knowl. Extr., 2019

An Approach for Designing Low Cost Deep Neural Network based Biometric Authentication Model for Smartphone User.
Proceedings of the TENCON 2019, 2019

Jeffries-Matusita distance as a tool for feature selection.
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

Effective feature extraction from driving data for detection of danger awareness.
Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

Binary Owl Search Algorithm for Feature Subset Selection.
Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

A Proposal for Shape Aware Feature Extraction for Time Series Classification.
Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

An Approach for Automatic Aspect Extraction by Latent Dirichlet Allocation.
Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

Selection of Effective Features for BGP Anomaly Detection.
Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

Effect of Data Representation Method for Effective Mining of Time Series Data.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

2018
A new penalty-based wrapper fitness function for feature subset selection with evolutionary algorithms.
J. Inf. Telecommun., 2018

An empirical study of feature selection for classification using genetic algorithm.
Int. J. Adv. Intell. Paradigms, 2018

A Novel Approach to Improve the Speech Intelligibility Using Fractional Delta-amplitude Modulation Spectrogram.
Cybern. Syst., 2018

Developing Social Information Platform for Cool Japan in Asian Countries.
Proceedings of the TENCON 2018, 2018

Gait Related Activity Based Person Authentication with Smartphone Sensors.
Proceedings of the 12th International Conference on Sensing Technology, 2018

A proposal for efficient automatic summarization of online product reviews.
Proceedings of the Workshop Program of the 19th International Conference on Distributed Computing and Networking, 2018

A New Filter Evaluation Function for Feature Subset Selection with Evolutionary Computation.
Proceedings of the 9th International Conference on Awareness Science and Technology, 2018

A Proposal for Cost Aware Edge-Detectional Dynamic Time Warping for Time Series Classification.
Proceedings of the 9th International Conference on Awareness Science and Technology, 2018

Aspect Aware Optimized Opinion Analysis of Online Product Reviews.
Proceedings of the 9th International Conference on Awareness Science and Technology, 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

Effect of dynamic feature for human activity recognition using smartphone sensors.
Proceedings of the IEEE 8th International Conference on Awareness Science and Technology, 2017

A hybrid approach for optimal feature subset selection with evolutionary algorithms.
Proceedings of the IEEE 8th International Conference on Awareness Science and Technology, 2017

Visualization challenge on time series statistical data.
Proceedings of the Computer Graphics International Conference, 2017

A Comparative Study of Evolutionary Algorithms with a New Penalty Based Fitness Function for Feature Subset Selection.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016
Developing a framework for an advisory message board for female victims after disasters: A case study after east Japan great earthquake.
Digit. Scholarsh. Humanit., 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

Delineation and diagnosis of brain tumors from post contrast T1-weighted MR images using rough granular computing and random forest.
Appl. Soft Comput., 2016

Automatic detection of driver's awareness with cognitive task from driving behavior.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Deductive Reasoning for Joint Distribution Probability in Simple Topic Model.
Proceedings of the 5th IIAI International Congress on Advanced Applied Informatics, 2016

Visualization for University Brand Image Clustering by Simple Topic Model.
Proceedings of the 5th IIAI International Congress on Advanced Applied Informatics, 2016

A Graph-Theoretic Approach for Visualization of Data Set Feature Association.
Proceedings of the Advanced Computing and Systems for Security, 2016

Design of a Framework for Wellness Determination and Subsequent Recommendation with Personal Informatics.
Proceedings of the 2016 AAAI Spring Symposia, 2016

2015
Topic transition detection about the East Japan great earthquake based on emerging modularity over time.
Int. J. Comput. Sci. Eng., 2015

A Comparative Study of Similarity Measures for Time Series Classification.
Proceedings of the New Frontiers in Artificial Intelligence, 2015

Visual Explanation of Mathematics in Latent Semantic Analysis.
Proceedings of the IIAI 4th International Congress on Advanced Applied Informatics, 2015

Monetary Policy Topic Extraction by Using LDA: - Termination of Asian Financial Crisis.
Proceedings of the Information Modelling and Knowledge Bases XXVII, 2015

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

Topic extraction from millions of tweets using singular value decomposition and feature selection.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
Rough fuzzy consistency measure with evolutionary algorithm for attribute reduction.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Affected people's needs detection after the East Japan Great Earthquake - Time series analysis using LDA.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013
Fuzzy Consistency Measure with Particle Swarm Optimization for Feature Selection.
Proceedings of the IEEE International Conference on Systems, 2013

Multi-objective Optimization Using Pareto GA for Gene-Selection from Microarray Data for Disease Classification.
Proceedings of the IEEE International Conference on Systems, 2013

Temporal Awareness of Needs after East Japan Great Earthquake using Latent Semantic Analysis.
Proceedings of the Information Modelling and Knowledge Bases XXV, 2013

Modeling the evolution of post disaster social awareness from social Web sites.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013

2012
Symbiotic Computing Based Approach Towards Reducing User's Burden Due to Information Explosion.
J. Inf. Process., 2012

Social media analysis - determining the number of topic clusters from buzz marketing site.
Int. J. Comput. Sci. Eng., 2012

A Real-Time Angle- and Illumination-Aware Face Recognition System Based on Artificial Neural Network.
Appl. Comput. Intell. Soft Comput., 2012

Integrating awareness in user oriented route recommendation system.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Discovering Topic Transition about the East Japan Great Earthquake in Dynamic Social Media.
Proceedings of the 2012 IEEE Global Humanitarian Technology Conference, 2012

2011
A real-time angle aware face recognition system based on artificial neural network.
Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011

2010
Topic Extraction from Messages in Social Computing Services: Determining the Number of Topic Clusters.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

How best to restore operations of a damaged ANN?
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Development of Online Handwriting Recognition System: A Case Study with Handwritten Bangla Character.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

An MLP-based face authentication technique robust to orientation.
Proceedings of the International Joint Conference on Neural Networks, 2009

Binary Particle Swarm Optimization Based Algorithm for Feature Subset Selection.
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

Fuzzy-genetic approach for incorporation of driver's requirement for route selection in a car navigation system.
Proceedings of the FUZZ-IEEE 2009, 2009

Extraction of the basic feature points of handwriting data by auto translation error map.
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009

2008
Feature subset selection by particle swarm optimization with fuzzy fitness function.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

2007
Improved Estimation of Embedding Parameters of Nonlinear Time Series by Structural Learning of Neural Network with Fuzzy Regularizer.
J. Adv. Comput. Intell. Intell. Informatics, 2007

A novel approach for estimation of optimal embedding parameters of nonlinear time series by structural learning of neural network.
Neurocomputing, 2007

Rough Neuro Voting System for Data Mining: Application to Stock Price Prediction.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

2006
An Anshin Model for the Evaluation of the Sense of Security.
Proceedings of the 39th Hawaii International International Conference on Systems Science (HICSS-39 2006), 2006

2005
Hybrid Rough-Genetic Algorithm for Knowledge Discovery from Large Data.
Proceedings of the Soft Computing as Transdisciplinary Science and Technology, 2005

Simultaneous Multiobjective Multiple Route Selection Using Genetic Algorithm for Car Navigation.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Rank and proximity based crossover (RPC) to improve convergence in genetic search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
Structural Learning of Neural Network for Continuous Valued Output: Effect of Penalty Term to Hidden Units.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

GA-Based Multiple Route Selection for Car Navigation.
Proceedings of the Applied Computing, Second Asian Applied Computing Conference, 2004

2002
A new feature extraction technique for on-line recognition of handwritten alphanumeric characters.
Inf. Sci., 2002

Genetic Algorithm with Fuzzy Operators for Feature Subset Selection.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2002

2000
A novel normalization technique for unsupervised learning in ANN.
IEEE Trans. Neural Networks Learn. Syst., 2000

Feature Subset Selection by Neuro-rough Hybridization.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

1997
Layered fractal neural net: computational performance as a classifier.
Knowl. Based Syst., 1997

1996
Fractal connection structure: effect on generalization in supervised feed-forward networks.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995
A hierarchical fractal net for pattern classification.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1992
Network Management In A Large-scale OSI-based Campus Network.
Proceedings of the Network Without Bounds: Network Operations and Management Symposium, 1992

1986
Fuzzy Set Theoretic Measure for Automatic Feature Evaluation.
IEEE Trans. Syst. Man Cybern., 1986

1984
Intraclass and interclass ambiguities (fuzziness) in feature evaluation.
Pattern Recognit. Lett., 1984


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