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2020 – today
- 2023
[j39]Ryo Oikawa, Akio Doi, Masaru Ishida, Basabi Chakraborty:
Automatic detection and visualization system for coronary artery calcification using optical frequency domain imaging. Artif. Life Robotics 28(2): 460-470 (2023)- [j38]Wazib Ansar
, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty:
A novel selective learning based transformer encoder architecture with enhanced word representation. Appl. Intell. 53(8): 9424-9443 (2023) - [j37]Ashis Kumar Mandal, Rikta Sen, Basabi Chakraborty:
Quantum-Inspired Owl Search Algorithm with Ensembles of Filter Methods for Gene Subset Selection from Microarray Data. Int. J. Pattern Recognit. Artif. Intell. 37(2): 2351001:1-2351001:37 (2023) - [j36]Goutam Chakraborty, Weilun Wang, Basabi Chakraborty, Shao-Kuo Tai, Yi-Shun Lo:
Grading of HCC Biopsy Images Using Nucleus and Texture Features. IEEE J. Biomed. Health Informatics 27(1): 65-74 (2023) - [c71]Yukari Shirota, Basabi Chakraborty:
Impact Analysis of Supply Chain Competence on Market Capital Growth in Automobile Manufacturers. IIAI-AAI 2023: 438-441 - 2022
- [j35]Arul Valiyavalappil Haridas, Ramalatha Marimuthu, Vaazi Gangadharan Sivakumar, Basabi Chakraborty:
Emotion recognition of speech signal using Taylor series and deep belief network based classification. Evol. Intell. 15(2): 1145-1158 (2022) - [j34]Arul Valiyavalappil Haridas, Ramalatha Marimuthu, Vaazi Gangadharan Sivakumar, Basabi Chakraborty:
Correction to: Emotion recognition of speech signal using Taylor series and deep belief network based classification. Evol. Intell. 15(2): 1159 (2022) - [j33]Amit Kumar Das, Basabi Chakraborty, Saptarsi Goswami, Amlan Chakrabarti:
A fuzzy set based approach for effective feature selection. Fuzzy Sets Syst. 449: 187-206 (2022) - [j32]Kotaro Nakano, Basabi Chakraborty:
Real-Time Distraction Detection from Driving Data Based Personal Driving Model Using Deep Learning. Int. J. Intell. Transp. Syst. Res. 20(1): 238-251 (2022) - [j31]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): 4173-4190 (2022) - [j30]Riki Murakami, Basabi Chakraborty:
Investigating the Efficient Use of Word Embedding with Neural-Topic Models for Interpretable Topics from Short Texts. Sensors 22(3): 852 (2022) - [c70]Wazib Ansar, Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty:
TexIm: A Novel Text-to-Image Encoding Technique Using BERT. CVMI 2022: 123-139 - [c69]Suma Sailaja Nakka, Basabi Chakraborty, Takahisa M. Sanada, Weilun Wang, Goutam Chakraborty:
Identification and Classification of Diabetic Foot Ulcers by Deep Neural Networks: A Comparative Study. ICKII 2022: 14-17 - 2021
- [j29]Arul Valiyavalappil Haridas, Ramalatha Marimuthu, Vaazi Gangadharan Sivakumar, Basabi Chakraborty:
Taylor-DBN: A new framework for speech recognition systems. Int. J. Wavelets Multiresolution Inf. Process. 19(2): 2050071:1-2050071:25 (2021) - [j28]Ashis Kumar Mandal, Rikta Sen, Basabi Chakraborty:
Feature selection in classification using self-adaptive owl search optimization algorithm with elitism and mutation strategies. J. Intell. Fuzzy Syst. 40(1): 535-550 (2021) - [j27]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): 9627-9644 (2021) - [j26]Rikta Sen, Ashis Kumar Mandal, Basabi Chakraborty:
A Critical Study on Stability Measures of Feature Selection with a Novel Extension of Lustgarten Index. Mach. Learn. Knowl. Extr. 3(4): 771-787 (2021) - [j25]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): 1544 (2021) - [c68]Kavya Sree Gajjala, Basabi Chakraborty:
Human Activity Recognition based on LSTM Neural Network Optimized by PSO Algorithm. ICKII 2021: 128-133 - [c67]Riki Murakami, Basabi Chakraborty:
Neural Topic Models for Short Text Using Pretrained Word Embeddings and Its Application To Real Data. ICKII 2021: 146-150 - [c66]Ashika Ramesh Kothamachu, Basabi Chakraborty:
Real Time Gait based Person Authentication using Deep Hybrid Network. ICKII 2021: 155-159 - [c65]Arisa Watanabe, Basabi Chakraborty:
Time-series Analysis of Newspaper Articles for Automatic Event Detection using LDA. ICKII 2021: 166-169 - [c64]Nixon Dutta, Basabi Chakraborty:
Abnormality Detection and Segmentation in Breast Digital Mammography Images Using Neural Network. IDAACS 2021: 841-846 - [c63]Rikta Sen, Ashis Kumar Mandal, Basabi Chakraborty:
Performance Analysis of Extended Lustgarten Index for Stability of Feature Selection. SOLI 2021: 1-5 - [c62]Yukari Shirota, Takako Hashimoto, Basabi Chakraborty, Riri Fitri Sari:
SNS Topics Comparison on COVID-19 in India, Japan, and Indonesia. TENCON 2021: 293-298 - 2020
- [c61]Hidetoshi Ito, Basabi Chakraborty:
Social Media Mining with Dynamic Clustering: A Case Study by COVID-19 Tweets. iCAST 2020: 1-6 - [c60]Weilun Wang, Goutam Chakraborty, Basabi Chakraborty:
3D Multi-scale DenseNet for Malignancy Grade Classification of Pulmonary Nodules. iCAST 2020: 1-4 - [c59]Ashika Ramesh Kothamachu, Kavya Sree Gajjala, Kotaro Nakano, Basabi Chakraborty:
Person Authentication by Gait Data from Smartphone Sensors Using Convolutional Autoencoder. IFIP TC12 ICIS 2020: 149-158 - [c58]Kavya Sree Gajjala, Ashika Ramesh Kothamachu, Kotaro Nakano, Basabi Chakraborty:
Comparative Performance Study on Human Activity Recognition with Deep Neural Networks. IFIP TC12 ICIS 2020: 241-251
2010 – 2019
- 2019
- [j24]Kotaro Nakano, Basabi Chakraborty:
Effect of Data Representation for Time Series Classification - A Comparative Study and a New Proposal. Mach. Learn. Knowl. Extr. 1(4): 1100-1120 (2019) - [j23]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): 615-631 (2019) - [c57]Kotaro Nakano, Basabi Chakraborty:
Effect of Data Representation Method for Effective Mining of Time Series Data. BigComp 2019: 1-6 - [c56]Tatsuya Arai, Kotaro Nakano, Basabi Chakraborty:
Selection of Effective Features for BGP Anomaly Detection. iCAST 2019: 1-6 - [c55]Subha Jyoti Das, Basabi Chakraborty:
An Approach for Automatic Aspect Extraction by Latent Dirichlet Allocation. iCAST 2019: 1-6 - [c54]Hidetoshi Ito, Basabi Chakraborty:
A Proposal for Shape Aware Feature Extraction for Time Series Classification. iCAST 2019: 1-6 - [c53]Ashis Kumar Mandal, Rikta Sen, Basabi Chakraborty:
Binary Owl Search Algorithm for Feature Subset Selection. iCAST 2019: 1-6 - [c52]Kotaro Nakano, Basabi Chakraborty:
Effective feature extraction from driving data for detection of danger awareness. iCAST 2019: 1-6 - [c51]Rikta Sen, Ashis Kumar Mandal, Saptarsi Goswami, Basabi Chakraborty:
A Comparative Study of the Stability of Filter based Feature Selection Algorithms. iCAST 2019: 1-6 - [c50]Rikta Sen, Saptarsi Goswami, Basabi Chakraborty:
Jeffries-Matusita distance as a tool for feature selection. ICDSE 2019: 15-20 - [c49]Basabi Chakraborty, Kotaro Nakano, Yoshitomo Tokoi, Takako Hashimoto:
An Approach for Designing Low Cost Deep Neural Network based Biometric Authentication Model for Smartphone User. TENCON 2019: 772-777 - 2018
- [j22]Arul Valiyavalappil Haridas, Ramalatha Marimuthu, Basabi Chakraborty:
A Novel Approach to Improve the Speech Intelligibility Using Fractional Delta-amplitude Modulation Spectrogram. Cybern. Syst. 49(7-8): 421-451 (2018) - [j21]Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty:
An empirical study of feature selection for classification using genetic algorithm. Int. J. Adv. Intell. Paradigms 10(3): 305-326 (2018) - [j20]Basabi Chakraborty, Atsushi Kawamura:
A new penalty-based wrapper fitness function for feature subset selection with evolutionary algorithms. J. Inf. Telecommun. 2(2): 163-180 (2018) - [c48]Atsushi Kawamura, Basabi Chakraborty:
A New Filter Evaluation Function for Feature Subset Selection with Evolutionary Computation. iCAST 2018: 101-105 - [c47]Subha Jyoti Das, Basabi Chakraborty:
Aspect Aware Optimized Opinion Analysis of Online Product Reviews. iCAST 2018: 144-149 - [c46]Hidetoshi Ito, Basabi Chakraborty:
A Proposal for Cost Aware Edge-Detectional Dynamic Time Warping for Time Series Classification. iCAST 2018: 150-154 - [c45]Subha Jyoti Das, Basabi Chakraborty:
A proposal for efficient automatic summarization of online product reviews. ICDCN Workshops 2018: 25:1-25:2 - [c44]Basabi Chakraborty:
Gait Related Activity Based Person Authentication with Smartphone Sensors. ICST 2018: 208-212 - [c43]Taketo Nishikata, Ryota Takane, Ren Hagitani, Masatoshi Takei, Yumiko Kawamata, Hami Takayama, Fumika Kanehira, Tami Morishimao, Takako Hashimoto, Basabi Chakraborty:
Developing Social Information Platform for Cool Japan in Asian Countries. TENCON 2018: 2426-2430 - 2017
- [j19]Saptarsi Goswami, Amit Kumar Das, Amlan Chakrabarti, Basabi Chakraborty:
A feature cluster taxonomy based feature selection technique. Expert Syst. Appl. 79: 76-89 (2017) - [j18]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: 81-94 (2017) - [j17]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): 3847-3858 (2017) - [c42]Atsushi Kawamura, Basabi Chakraborty:
A Comparative Study of Evolutionary Algorithms with a New Penalty Based Fitness Function for Feature Subset Selection. ACIIDS (1) 2017: 738-747 - [c41]Yukari Shirota, Takako Hashimoto, Basabi Chakraborty:
Visualization challenge on time series statistical data. CGI 2017: 12:1-12:4 - [c40]Kotaro Nakano, Basabi Chakraborty:
Effect of dynamic feature for human activity recognition using smartphone sensors. iCAST 2017: 539-543 - [c39]Atsushi Kawamura, Basabi Chakraborty:
A hybrid approach for optimal feature subset selection with evolutionary algorithms. iCAST 2017: 564-568 - 2016
- [j16]Subhranil Koley, Anup K. Sadhu, Pabitra Mitra, Basabi Chakraborty, Chandan Chakraborty:
Delineation and diagnosis of brain tumors from post contrast T1-weighted MR images using rough granular computing and random forest. Appl. Soft Comput. 41: 453-465 (2016) - [j15]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): 760-781 (2016) - [j14]Takako Hashimoto, Yukari Shirota, Basabi Chakraborty:
Developing a framework for an advisory message board for female victims after disasters: A case study after east Japan great earthquake. Digit. Scholarsh. Humanit. 31(4): 711-724 (2016) - [c38]Basabi Chakraborty, Takayuki Yoshida:
Design of a Framework for Wellness Determination and Subsequent Recommendation with Personal Informatics. AAAI Spring Symposia 2016 - [c37]Amit Kumar Das, Saptarsi Goswami, Basabi Chakraborty, Amlan Chakrabarti:
A Graph-Theoretic Approach for Visualization of Data Set Feature Association. ACSS (2) 2016: 109-124 - [c36]Yukari Shirota, Takako Hashimoto, Basabi Chakraborty:
Visualization for University Brand Image Clustering by Simple Topic Model. IIAI-AAI 2016: 474-477 - [c35]Yukari Shirota, Takako Hashimoto, Basabi Chakraborty:
Deductive Reasoning for Joint Distribution Probability in Simple Topic Model. IIAI-AAI 2016: 622-625 - [c34]Basabi Chakraborty, Kotaro Nakano:
Automatic detection of driver's awareness with cognitive task from driving behavior. SMC 2016: 3630-3633 - [i1]Saptarsi Goswami, Sanjay Chakraborty, Sanhita Ghosh, Amlan Chakrabarti, Basabi Chakraborty:
A review on application of data mining techniques to combat natural disasters. CoRR abs/1610.09974 (2016) - 2015
- [j13]Takako Hashimoto, Basabi Chakraborty, Yukari Shirota:
Topic transition detection about the East Japan great earthquake based on emerging modularity over time. Int. J. Comput. Sci. Eng. 11(3): 259-269 (2015) - [c33]Takako Hashimoto, Tetsuji Kuboyama, Basabi Chakraborty:
Topic extraction from millions of tweets using singular value decomposition and feature selection. APSIPA 2015: 1145-1150 - [c32]Saptarsi Goswami, Amlan Chakrabarti, Basabi Chakraborty:
Analysis of correlation structure of data set for efficient pattern classification. CYBCONF 2015: 24-29 - [c31]Yukari Shirota, Takako Hashimoto, Tamaki Sakura, Basabi Chakraborty:
Monetary Policy Topic Extraction by Using LDA: - Termination of Asian Financial Crisis. EJC 2015: 188-198 - [c30]Yukari Shirota, Basabi Chakraborty:
Visual Explanation of Mathematics in Latent Semantic Analysis. IIAI-AAI 2015: 423-428 - [c29]Sho Yoshida, Basabi Chakraborty:
A Comparative Study of Similarity Measures for Time Series Classification. JSAI-isAI Workshops 2015: 397-408 - 2014
- [c28]Takako Hashimoto, Basabi Chakraborty, Supavadee Aramvith, Tetsuji Kuboyama, Yukari Shirota:
Affected people's needs detection after the East Japan Great Earthquake - Time series analysis using LDA. APSIPA 2014: 1-6 - [c27]Basabi Chakraborty:
Rough fuzzy consistency measure with evolutionary algorithm for attribute reduction. SMC 2014: 723-728 - 2013
- [c26]Basabi Chakraborty, Soumya Banerjee:
Modeling the evolution of post disaster social awareness from social Web sites. CYBCONF 2013: 51-56 - [c25]Takako Hashimoto, Basabi Chakraborty, Tetsuji Kuboyama, Yukari Shirota:
Temporal Awareness of Needs after East Japan Great Earthquake using Latent Semantic Analysis. EJC 2013: 200-212 - [c24]Goutam Chakraborty, Basabi Chakraborty:
Multi-objective Optimization Using Pareto GA for Gene-Selection from Microarray Data for Disease Classification. SMC 2013: 2629-2634 - [c23]Basabi Chakraborty, Goutam Chakraborty:
Fuzzy Consistency Measure with Particle Swarm Optimization for Feature Selection. SMC 2013: 4311-4315 - 2012
- [j12]Hisateru Kato, Goutam Chakraborty, Basabi Chakraborty:
A Real-Time Angle- and Illumination-Aware Face Recognition System Based on Artificial Neural Network. Appl. Comput. Intell. Soft Comput. 2012: 274617:1-274617:9 (2012) - [j11]Takako Hashimoto, Basabi Chakraborty, Yukari Shirota:
Social media analysis - determining the number of topic clusters from buzz marketing site. Int. J. Comput. Sci. Eng. 7(1): 65-72 (2012) - [j10]Norio Shiratori, Kenji Sugawara, Yusuke Manabe, Shigeru Fujita, Basabi Chakraborty:
Symbiotic Computing Based Approach Towards Reducing User's Burden Due to Information Explosion. Inf. Media Technol. 7(1): 12-19 (2012) - [j9]Norio Shiratori, Kenji Sugawara, Yusuke Manabe, Shigeru Fujita, Basabi Chakraborty:
Symbiotic Computing Based Approach Towards Reducing User's Burden Due to Information Explosion. J. Inf. Process. 20(1): 37-44 (2012) - [c22]Takako Hashimoto, Tetsuji Kuboyama, Basabi Chakraborty, Yukari Shirota:
Discovering Topic Transition about the East Japan Great Earthquake in Dynamic Social Media. GHTC 2012: 259-264 - [c21]Basabi Chakraborty:
Integrating awareness in user oriented route recommendation system. IJCNN 2012: 1-5 - 2011
- [c20]Hisateru Kato, Goutam Chakraborty, Naoya Ogata, Basabi Chakraborty:
A real-time angle aware face recognition system based on artificial neural network. iCAST 2011: 521-526 - 2010
- [c19]Goutam Chakraborty, Hideyuki Kurokawa, Basabi Chakraborty, Masafumi Matsuhara, Hiroshi Mabuchi, Yasuo Terayama:
How best to restore operations of a damaged ANN? IJCNN 2010: 1-7 - [c18]Basabi Chakraborty, Takako Hashimoto:
Topic Extraction from Messages in Social Computing Services: Determining the Number of Topic Clusters. ICSC 2010: 232-235
2000 – 2009
- 2009
- [c17]Yusuke Manabe, Basabi Chakraborty, Kenji Sugawara:
Extraction of the basic feature points of handwriting data by auto translation error map. IEEE ICCI 2009: 109-115 - [c16]Basabi Chakraborty, Rung Ching Chen:
Fuzzy-genetic approach for incorporation of driver's requirement for route selection in a car navigation system. FUZZ-IEEE 2009: 1645-1649 - [c15]Basabi Chakraborty:
Binary Particle Swarm Optimization Based Algorithm for Feature Subset Selection. ICAPR 2009: 145-148 - [c14]Goutam Chakraborty, Basabi Chakraborty, Jagdish Chandra Patra, Chotipat Pornavalai:
An MLP-based face authentication technique robust to orientation. IJCNN 2009: 481-488 - [c13]Asok Bandyopadhyay, Basabi Chakraborty:
Development of Online Handwriting Recognition System: A Case Study with Handwritten Bangla Character. NaBIC 2009: 514-519 - 2008
- [c12]Basabi Chakraborty:
Feature subset selection by particle swarm optimization with fuzzy fitness function. ISKE 2008: 1038-1042 - 2007
- [j8]Yusuke Manabe, Basabi Chakraborty:
A novel approach for estimation of optimal embedding parameters of nonlinear time series by structural learning of neural network. Neurocomputing 70(7-9): 1360-1371 (2007) - [j7]Yusuke Manabe, Basabi Chakraborty:
Improved Estimation of Embedding Parameters of Nonlinear Time Series by Structural Learning of Neural Network with Fuzzy Regularizer. J. Adv. Comput. Intell. Intell. Informatics 11(6): 600-609 (2007) - [c11]Hiromitsu Watanabe, Basabi Chakraborty, Goutam Chakraborty:
Rough Neuro Voting System for Data Mining: Application to Stock Price Prediction. RSKT 2007: 558-565 - 2006
- [c10]Yuko Murayama, Natsuko Hikage, Carl Hauser, Basabi Chakraborty, Norihisa Segawa:
An Anshin Model for the Evaluation of the Sense of Security. HICSS 2006 - 2005
- [c9]Goutam Chakraborty, Basabi Chakraborty:
Rank and proximity based crossover (RPC) to improve convergence in genetic search. Congress on Evolutionary Computation 2005: 1311-1316 - [c8]Basabi Chakraborty:
Simultaneous Multiobjective Multiple Route Selection Using Genetic Algorithm for Car Navigation. PReMI 2005: 696-701 - [c7]Goutam Chakraborty, Basabi Chakraborty:
Hybrid Rough-Genetic Algorithm for Knowledge Discovery from Large Data. WSTST 2005: 904-913 - 2004
- [c6]Basabi Chakraborty:
GA-Based Multiple Route Selection for Car Navigation. AACC 2004: 76-83 - [c5]Basabi Chakraborty, Yusuke Manabe:
Structural Learning of Neural Network for Continuous Valued Output: Effect of Penalty Term to Hidden Units. ICONIP 2004: 599-605 - 2002
- [j6]Basabi Chakraborty:
Genetic Algorithm with Fuzzy Operators for Feature Subset Selection. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 85-A(9): 2089-2092 (2002) - [j5]Basabi Chakraborty, Goutam Chakraborty:
A new feature extraction technique for on-line recognition of handwritten alphanumeric characters. Inf. Sci. 148(1-4): 55-70 (2002) - 2000
- [j4]Goutam Chakraborty, Basabi Chakraborty:
A novel normalization technique for unsupervised learning in ANN. IEEE Trans. Neural Networks Learn. Syst. 11(1): 253-257 (2000) - [c4]Basabi Chakraborty:
Feature Subset Selection by Neuro-rough Hybridization. Rough Sets and Current Trends in Computing 2000: 519-526
1990 – 1999
- 1997
- [j3]Basabi Chakraborty, Yasuji Sawada, Goutam Chakraborty:
Layered fractal neural net: computational performance as a classifier. Knowl. Based Syst. 10(3): 177-182 (1997) - 1996
- [c3]Basabi Chakraborty, Yasuji Sawada:
Fractal connection structure: effect on generalization in supervised feed-forward networks. ICNN 1996: 264-269 - 1995
- [c2]Basabi Chakraborty, Yasuji Sawada:
A hierarchical fractal net for pattern classification. ICNN 1995: 127-131 - 1992
- [c1]Glenn Mansfield, Makoto Murata, Kenichi Higuchi, Krishnamachari J. Yanthi, Basabi Chakraborty, Yoshiaki Nemoto, Shoichi Noguchi:
Network Management In A Large-scale OSI-based Campus Network. NOMS 1992: 566-577
1980 – 1989
- 1986
- [j2]Sankar K. Pal, Basabi Chakraborty:
Fuzzy Set Theoretic Measure for Automatic Feature Evaluation. IEEE Trans. Syst. Man Cybern. 16(5): 754-760 (1986) - 1984
- [j1]Sankar K. Pal, Basabi Chakraborty:
Intraclass and interclass ambiguities (fuzziness) in feature evaluation. Pattern Recognit. Lett. 2(5): 275-279 (1984)
Coauthor Index
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