Sushmita Mitra

According to our database, Sushmita Mitra authored at least 120 papers between 1990 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Affinity Propagation in Semi-Supervised Segmentation: A Biomedical Application.

Shouvik Chakraborty, Kalyani Mali, Sushmita Mitra

IEEE Trans. Syst. Man Cybern. Syst., October, 2024

Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges.

M. Tanveer, M. Sajid, Mushir Akhtar, Abdul Quadir, Tripti Goel, Aroof Aimen, Sushmita Mitra, Yu-Dong Zhang, Chin-Teng Lin, Javier Del Ser

IEEE Trans. Fuzzy Syst., October, 2024

Collective intelligent strategy for improved segmentation of COVID-19 from CT.

Surochita Pal Das, Sushmita Mitra, B. Uma Shankar

Expert Syst. Appl., January, 2024

Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?

Pallabi Dutta, Soham Bose, Swalpa Kumar Roy, Sushmita Mitra

CoRR, 2024

Adaptive Class Learning to Screen Diabetic Disorders in Fundus Images of Eye.

Shramana Dey, Pallabi Dutta, Riddhasree Bhattacharyya, Surochita Pal Das, Sushmita Mitra, Rajiv Raman

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Mixed Attention with Deep Supervision for Delineation of COVID Infection in Lung CT.

Pallabi Dutta, Sushmita Mitra

CoRR, 2023

Full-Scale Deeply Supervised Attention Network for Segmenting COVID-19 Lesions.

Pallabi Dutta, Sushmita Mitra

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Multi-Scale Deep Supervised Attention Network for Red Lesion Segmentation.

Shramana Dey, Pallabi Dutta, Sushmita Mitra, B. Uma Shankar

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Large Minded Reasoners for Soft and Hard Cluster Validation - Some Directions.

Mani A, Sushmita Mitra

Proceedings of the Position Papers of the 18th Conference on Computer Science and Intelligence Systems, 2023

Efficient Global-Context driven Volumetric Segmentation of Abdominal Images.

Pallabi Dutta, Sushmita Mitra

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Deep learning in histopathology: A review.

Sugata Banerji, Sushmita Mitra

WIREs Data Mining Knowl. Discov., 2022

Granular Generalized Variable Precision Rough Sets and Rational Approximations.

Mani A, Sushmita Mitra

CoRR, 2022

2021

Analysis of MRI Biomarkers for Brain Cancer Survival Prediction.

Subhashis Banerjee, Sushmita Mitra, Lawrence O. Hall

CoRR, 2021

Segmentation in Diabetic Retinopathy using Deeply-Supervised Multiscalar Attention.

Sanhita Basu, Sushmita Mitra

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

FuzzyCIE: fuzzy colour image enhancement for low-exposure images.

Soham Mandal, Sushmita Mitra, B. Uma Shankar

Soft Comput., 2020

Fuzzy volumetric delineation of brain tumor and survival prediction.

Saumya Bhadani, Sushmita Mitra, Subhashis Banerjee

Soft Comput., 2020

Glioma Classification Using Deep Radiomics.

Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, Stefano Rovetta

SN Comput. Sci., 2020

A novel adaptive k-NN classifier for handling imbalance: Application to brain MRI.

Ritaban Kirtania, Sushmita Mitra, B. Uma Shankar

Intell. Data Anal., 2020

Preface.

Kuntal Ghosh, Sushmita Mitra

Fundam. Informaticae, 2020

Novel Volumetric Sub-region Segmentation in Brain Tumors.

Subhashis Banerjee, Sushmita Mitra

Frontiers Comput. Neurosci., 2020

Iris Segmentation Using Interactive Deep Learning.

Mousumi Sardar, Subhashis Banerjee, Sushmita Mitra

IEEE Access, 2020

Deep Learning for Screening COVID-19 using Chest X-Ray Images.

Sanhita Basu, Sushmita Mitra, Nilanjan Saha

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Evolving Optimal Convolutional Neural Networks.

Subhashis Banerjee, Sushmita Mitra

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2019

Blind Entity Identification for Agricultural IoT Deployments.

Anandarup Mukherjee, Sudip Misra, Narendra Singh Raghuwanshi, Sushmita Mitra

IEEE Internet Things J., 2019

Deep Radiomics for Brain Tumor Detection and Classification from Multi-Sequence MRI.

Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, Stefano Rovetta

CoRR, 2019

Ensemble of CNNs for Segmentation of Glioma Sub-regions with Survival Prediction.

Subhashis Banerjee, Harkirat Singh Arora, Sushmita Mitra

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018

Soft computing and intelligent systems: Techniques and applications.

Sabu M. Thampi, El-Sayed M. El-Alfy, Sushmita Mitra, Ljiljana Trajkovic

J. Intell. Fuzzy Syst., 2018

Automated 3D segmentation of brain tumor using visual saliency.

Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar

Inf. Sci., 2018

A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks.

Subhashis Banerjee, Sushmita Mitra, Anmol Sharma, B. Uma Shankar

CoRR, 2018

Preface special issue on non-iterative approaches in learning.

Ponnuthurai N. Suganthan, Sushmita Mitra, Ivan Tyukin

Appl. Soft Comput., 2018

Iris localization using rough entropy and CSA: A soft computing approach.

Mousumi Sardar, Sushmita Mitra, B. Uma Shankar

Appl. Soft Comput., 2018

Multi-planar Spatial-ConvNet for Segmentation and Survival Prediction in Brain Cancer.

Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Brain Tumor Detection and Classification from Multi-sequence MRI: Study Using ConvNets.

Subhashis Banerjee, Sushmita Mitra, Francesco Masulli, Stefano Rovetta

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Predictive Intra-Edge Packet-Source Mapping in Agricultural Internet of Things.

Anandarup Mukherjee, Nidhi Pathak, Sudip Misra, Sushmita Mitra

Proceedings of the IEEE Globecom Workshops, 2018

2017

Feature Selection Through Message Passing.

Partha Pratim Kundu, Sushmita Mitra

IEEE Trans. Cybern., 2017

Synergetic neuro-fuzzy feature selection and classification of brain tumors.

Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016

Recursive-Rule Extraction Algorithm With J48graft And Applications To Generating Credit Scores.

Yoichi Hayashi, Yuki Tanaka, Tomohiro Takagi, Takamichi Saito, Hideaki Iiduka, Hiroaki Kikuchi, Guido Bologna, Sushmita Mitra

J. Artif. Intell. Soft Comput. Res., 2016

Single seed delineation of brain tumor using multi-thresholding.

Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar

Inf. Sci., 2016

ROI Segmentation from Brain MR Images with a Fast Multilevel Thresholding.

Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar

Proceedings of International Conference on Computer Vision and Image Processing, 2016

2015

Medical image analysis for cancer management in natural computing framework.

Sushmita Mitra, B. Uma Shankar

Inf. Sci., 2015

Multi-objective optimization of shared nearest neighbor similarity for feature selection.

Partha Pratim Kundu, Sushmita Mitra

Appl. Soft Comput., 2015

2014

Integrating Radio Imaging With Gene Expressions Toward a Personalized Management of Cancer.

Sushmita Mitra, B. Uma Shankar

IEEE Trans. Hum. Mach. Syst., 2014

Fuzzy clustering with biological knowledge for gene selection.

Sampreeti Ghosh, Sushmita Mitra, Rana Dattagupta

Appl. Soft Comput., 2014

2013

Clustering large data with uncertainty.

Sampreeti Ghosh, Sushmita Mitra

Appl. Soft Comput., 2013

A new approach to three ensemble neural network rule extraction using recursive-rule extraction algorithm.

Yoichi Hayashi, Ryusuke Sato, Sushmita Mitra

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Fuzzy texture descriptors for early diagnosis of osteoarthritis.

Girija Chetty, Jennie M. Scarvell, Sushmita Mitra

Proceedings of the FUZZ-IEEE 2013, 2013

2012

Feature Selection and Clustering of Gene Expression Profiles Using Biological Knowledge.

Sushmita Mitra, Sampreeti Ghosh

IEEE Trans. Syst. Man Cybern. Part C, 2012

Feature selection using structural similarity.

Sushmita Mitra, Partha Pratim Kundu, Witold Pedrycz

Inf. Sci., 2012

Aggregation of Correlation Measures for the Reverse Engineering of Gene Regulatory Sub-networks.

Ranajit Das, Sushmita Mitra

Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

Gene selection using biological knowledge and fuzzy clustering.

Sampreeti Ghosh, Sushmita Mitra

Proceedings of the FUZZ-IEEE 2012, 2012

2011

Genetic Networks and Soft Computing.

Sushmita Mitra, Ranajit Das, Yoichi Hayashi

IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Satellite image segmentation with Shadowed C-Means.

Sushmita Mitra, Partha Pratim Kundu

Inf. Sci., 2011

Recognizing Hand Gestures of a Dancer.

Divya Hariharan, Tinku Acharya, Sushmita Mitra

Proceedings of the Pattern Recognition and Machine Intelligence, 2011

2010

Evolutionary-Rough Feature Selection for Face Recognition.

Debasis Mazumdar, Soma Mitra, Sushmita Mitra

Trans. Rough Sets, 2010

Shadowed c-means: Integrating fuzzy and rough clustering.

Sushmita Mitra, Witold Pedrycz, Bishal Barman

Pattern Recognit., 2010

2009

Gene Interactions Sub-networks and Soft Computing.

Ranajit Das, Sushmita Mitra

Proceedings of the Human-Centric Information Processing Through Granular Modelling, 2009

Gene interaction - An evolutionary biclustering approach.

Sushmita Mitra, Ranajit Das, Haider Banka, Subhasis Mukhopadhyay

Inf. Fusion, 2009

Natural computing methods in bioinformatics: A survey.

Francesco Masulli, Sushmita Mitra

Inf. Fusion, 2009

Natural Computing Methods in Bioinformatics.

Francesco Masulli, Sushmita Mitra

Inf. Fusion, 2009

Multi-objective Evolutionary Feature Selection.

Partha Pratim Kundu, Sushmita Mitra

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Incorporating Fuzziness to CLARANS.

Sampreeti Ghosh, Sushmita Mitra

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

A Least Squares Fitting-Based Modeling of Gene Regulatory Sub-networks.

Ranajit Das, Sushmita Mitra, C. A. Murthy, Subhasis Mukhopadhyay

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Cross-Correlation and Evolutionary Biclustering: Extracting Gene Interaction Sub-networks.

Ranajit Das, Sushmita Mitra, Subhasis Mukhopadhyay

Proceedings of the Pattern Recognition and Machine Intelligence, 2009

2008

Rough-Fuzzy Clustering: An Application to Medical Imagery.

Sushmita Mitra, Bishal Barman

Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Shadowed Clustering for Speech Data and Medical Image Segmentation.

Bishal Barman, Sushmita Mitra, Witold Pedrycz

Proceedings of the Rough Sets and Current Trends in Computing, 2008

2007

Gesture Recognition: A Survey.

Sushmita Mitra, Tinku Acharya

IEEE Trans. Syst. Man Cybern. Part C, 2007

Evolutionary Rough Feature Selection in Gene Expression Data.

Mohua Banerjee, Sushmita Mitra, Haider Banka

IEEE Trans. Syst. Man Cybern. Part C, 2007

Application of Rough Sets in Pattern Recognition.

Sushmita Mitra, Haider Banka

Trans. Rough Sets, 2007

Evolutionary Fuzzy Biclustering of Gene Expression Data.

Sushmita Mitra, Haider Banka, Jiaul Hoque Paik

Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

Evolutionary Biclustering with Correlation for Gene Interaction Networks.

Ranajit Das, Sushmita Mitra, Haider Banka, Subhasis Mukhopadhyay

Proceedings of the Pattern Recognition and Machine Intelligence, 2007

2006

Feature Selection Using Rough Sets.

Mohua Banerjee, Sushmita Mitra, Ashish Anand

Proceedings of the Multi-Objective Machine Learning, 2006

Evolutionary biclustering of gene expressions.

Haider Banka, Sushmita Mitra

Ubiquity, 2006

Bioinformatics with soft computing.

Sushmita Mitra, Yoichi Hayashi

IEEE Trans. Syst. Man Cybern. Syst., 2006

Rough-Fuzzy Collaborative Clustering.

Sushmita Mitra, Haider Banka, Witold Pedrycz

IEEE Trans. Syst. Man Cybern. Part B, 2006

Special Issue on Bioinformatics.

Sushmita Mitra, Witold Pedrycz

Pattern Recognit., 2006

Multi-objective evolutionary biclustering of gene expression data.

Sushmita Mitra, Haider Banka

Pattern Recognit., 2006

Feature extraction and connectionist classification of SODAR echograms.

Swati Choudhury, Sushmita Mitra

IEEE Geosci. Remote. Sens. Lett., 2006

<i>Data Mining: Multimedia, Soft Computing, and Bioinformatics</i>.

Sushmita Mitra, Tinku Acharya, Jiebo Luo

J. Electronic Imaging, 2006

A MOE framework for Biclustering of Microarray Data.

Sushmita Mitra, Haider Banka, Sankar K. Pal

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Possibilistic Approach to Biclustering: An Application to Oligonucleotide Microarray Data Analysis.

Maurizio Filippone, Francesco Masulli, Stefano Rovetta, Sushmita Mitra, Haider Banka

Proceedings of the Computational Methods in Systems Biology, International Conference, 2006

2005

Computational Intelligence in Bioinformatics.

Sushmita Mitra

Trans. Rough Sets, 2005

Hidden Markov Models, Grammars, and Biology: a Tutorial.

Shibaji Mukherjee, Sushmita Mitra

J. Bioinform. Comput. Biol., 2005

Fuzzy sets in pattern recognition and machine intelligence.

Sushmita Mitra, Sankar K. Pal

Fuzzy Sets Syst., 2005

Symbolic classification, clustering and fuzzy radial basis function network.

Kalyani Mali, Sushmita Mitra

Fuzzy Sets Syst., 2005

Collaborative Rough Clustering.

Sushmita Mitra, Haider Banka, Witold Pedrycz

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

2004

An evolutionary rough partitive clustering.

Sushmita Mitra

Pattern Recognit. Lett., 2004

Fuzzy radial basis function network: a parallel design.

Sushmita Mitra

Neural Comput. Appl., 2004

A connectionist approach to SODAR pattern classification.

Swati Choudhury, Sushmita Mitra

IEEE Geosci. Remote. Sens. Lett., 2004

Special Issue on Web mining using soft computing.

Sushmita Mitra, Henrik Legind Larsen

Fuzzy Sets Syst., 2004

Web mining: a survey in the fuzzy framework.

Dragos Arotaritei, Sushmita Mitra

Fuzzy Sets Syst., 2004

2003

Rough-Fuzzy MLP: Modular Evolution, Rule Generation, and Evaluation.

Sankar K. Pal, Sushmita Mitra, Pabitra Mitra

IEEE Trans. Knowl. Data Eng., 2003

Clustering and its validation in a symbolic framework.

Kalyani Mali, Sushmita Mitra

Pattern Recognit. Lett., 2003

Data mining - multimedia, soft computing, and bioinformatics.

Sushmita Mitra, Tinku Acharya

Wiley, ISBN: 978-0-471-46054-1, 2003

2002

Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: generation and evaluation.

Sushmita Mitra, Kishori M. Konwar, Sankar K. Pal

IEEE Trans. Syst. Man Cybern. Part C, 2002

Data mining in soft computing framework: a survey.

Sushmita Mitra, Sankar K. Pal, Pabitra Mitra

IEEE Trans. Neural Networks, 2002

Clustering of Symbolic Data and Its Validation.

Kalyani Mali, Sushmita Mitra

Proceedings of the Advances in Soft Computing, 2002

2001

Incorporation of Fuzziness in ID3 and Generation of Network Architerture.

Pawan K. Singal, Sushmita Mitra, Sankar K. Pal

Neural Comput. Appl., 2001

Evolutionary Modular MLP with Rough Sets and ID3 Algorithm for Staging of Cervical Cancer.

Pabitra Mitra, Sushmita Mitra, Sankar K. Pal

Neural Comput. Appl., 2001

FRBF: A Fuzzy Radial Basis Function Network.

Sushmita Mitra, Jayanta Basak

Neural Comput. Appl., 2001

Evolutionary modular design of rough knowledge-based network using fuzzy attributes.

Sushmita Mitra, Pabitra Mitra, Sankar K. Pal

Neurocomputing, 2001

2000

Neuro-fuzzy rule generation: survey in soft computing framework.

Sushmita Mitra, Yoichi Hayashi

IEEE Trans. Neural Networks Learn. Syst., 2000

Staging of cervical cancer with soft computing.

Pabitra Mitra, Sushmita Mitra, Sankar K. Pal

IEEE Trans. Biomed. Eng., 2000

1999

Feature Selection Using Radial Basis Function Networks.

Jayanta Basak, Sushmita Mitra

Neural Comput. Appl., 1999

Modular Rough Fuzzy MLP: Evolutionary Design.

Pabitra Mitra, Sushmita Mitra, Sankar K. Pal

Proceedings of the New Directions in Rough Sets, 1999

1998

Rough fuzzy MLP: knowledge encoding and classification.

Mohua Banerjee, Sushmita Mitra, Sankar K. Pal

IEEE Trans. Neural Networks, 1998

Rough Knowledge-based Network, Fuzziness and Classification.

Sushmita Mitra, Mohua Banerjee, Sankar K. Pal

Neural Comput. Appl., 1998

Expert systems in soft computing paradigm.

Sankar K. Pal, Sushmita Mitra

Proceedings of the Fuzzy logic and expert systems applications., 1998

1997

Knowledge-based fuzzy MLP for classification and rule generation.

Sushmita Mitra, Rajat K. De, Sankar K. Pal

IEEE Trans. Neural Networks, 1997

Fuzzy Radial Basis Function Network.

Sushmita Mitra, Jayanta Basak

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

Knowledge-based fuzzy MLP with rough sets.

Mohua Banerjee, Sushmita Mitra, Sankar K. Pal

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996

Fuzzy self-organization, inferencing, and rule generation.

Sushmita Mitra, Sankar K. Pal

IEEE Trans. Syst. Man Cybern. Part A, 1996

Noisy fingerprint classification using multilayer perceptron with fuzzy geometrical and textural features.

Sankar K. Pal, Sushmita Mitra

Fuzzy Sets Syst., 1996

1995

Fuzzy multi-layer perceptron, inferencing and rule generation.

Sushmita Mitra, Sankar K. Pal

IEEE Trans. Neural Networks, 1995

1994

Self-organizing neural network as a fuzzy classifier.

Sushmita Mitra, Sankar K. Pal

IEEE Trans. Syst. Man Cybern., 1994

Logical operation based fuzzy MLP for classification and rule generation.

Sushmita Mitra, Sankar K. Pal

Neural Networks, 1994

Fingerpring Classification Using a Fuzzy Multilayer Perceptron.

Sushmita Mitra, Sankar K. Pal, Malay K. Kundu

Neural Comput. Appl., 1994

Fuzzy Versions of Kohonen's Net and MLP-Based Classification: Performance Evaluation for Certain Nonconvex Decision Regions.

Sankar K. Pal, Sushmita Mitra

Inf. Sci., 1994

A two-level classification scheme trained by a fuzzy neural network.

Ludmila I. Kuncheva, Sushmita Mitra

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1992

Multilayer perceptron, fuzzy sets, and classification.

Sankar K. Pal, Sushmita Mitra

IEEE Trans. Neural Networks, 1992

1990

Fuzzy dynamic clustering algorithm.

Sankar K. Pal, Sushmita Mitra

Pattern Recognit. Lett., 1990