Pneumonia detection in chest X-ray images using an ensemble of deep learning models
Kundu, Rohit, Das, Ritacheta, Geem, Zong Woo, Han, Gi-Tae, Sarkar, Ram
Published in PloS one (07.09.2021)
Published in PloS one (07.09.2021)
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Journal Article
A fuzzy rank-based ensemble of CNN models for classification of cervical cytology
Manna, Ankur, Kundu, Rohit, Kaplun, Dmitrii, Sinitca, Aleksandr, Sarkar, Ram
Published in Scientific reports (15.07.2021)
Published in Scientific reports (15.07.2021)
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Journal Article
Recursive Memetic Algorithm for gene selection in microarray data
Ghosh, Manosij, Begum, Shemim, Sarkar, Ram, Chakraborty, Debasis, Maulik, Ujjwal
Published in Expert systems with applications (01.02.2019)
Published in Expert systems with applications (01.02.2019)
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Journal Article
A wrapper-filter feature selection technique based on ant colony optimization
Ghosh, Manosij, Guha, Ritam, Sarkar, Ram, Abraham, Ajith
Published in Neural computing & applications (01.06.2020)
Published in Neural computing & applications (01.06.2020)
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Journal Article
A Tri-Stage Wrapper-Filter Feature Selection Framework for Disease Classification
Mandal, Moumita, Singh, Pawan Kumar, Ijaz, Muhammad Fazal, Shafi, Jana, Sarkar, Ram
Published in Sensors (Basel, Switzerland) (18.08.2021)
Published in Sensors (Basel, Switzerland) (18.08.2021)
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Journal Article
Brain tumor image generation using an aggregation of GAN models with style transfer
Mukherkjee, Debadyuti, Saha, Pritam, Kaplun, Dmitry, Sinitca, Aleksandr, Sarkar, Ram
Published in Scientific reports (01.06.2022)
Published in Scientific reports (01.06.2022)
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Journal Article
DBU-Net: Dual branch U-Net for tumor segmentation in breast ultrasound images
Pramanik, Payel, Pramanik, Rishav, Schwenker, Friedhelm, Sarkar, Ram
Published in PloS one (06.11.2023)
Published in PloS one (06.11.2023)
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Journal Article
Deep learning approaches to scene text detection: a comprehensive review
Khan, Tauseef, Sarkar, Ram, Mollah, Ayatullah Faruk
Published in The Artificial intelligence review (01.06.2021)
Published in The Artificial intelligence review (01.06.2021)
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Journal Article
TOPSIS aided ensemble of CNN models for screening COVID-19 in chest X-ray images
Pramanik, Rishav, Dey, Subhrajit, Malakar, Samir, Mirjalili, Seyedali, Sarkar, Ram
Published in Scientific reports (14.09.2022)
Published in Scientific reports (14.09.2022)
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Journal Article
Fuzzy rank-based fusion of CNN models using Gompertz function for screening COVID-19 CT-scans
Kundu, Rohit, Basak, Hritam, Singh, Pawan Kumar, Ahmadian, Ali, Ferrara, Massimiliano, Sarkar, Ram
Published in Scientific reports (08.07.2021)
Published in Scientific reports (08.07.2021)
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Journal Article
A union of deep learning and swarm-based optimization for 3D human action recognition
Basak, Hritam, Kundu, Rohit, Singh, Pawan Kumar, Ijaz, Muhammad Fazal, Woźniak, Marcin, Sarkar, Ram
Published in Scientific reports (31.03.2022)
Published in Scientific reports (31.03.2022)
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Journal Article
Ensemble of Deep Learning Models for Sleep Apnea Detection: An Experimental Study
Mukherjee, Debadyuti, Dhar, Koustav, Schwenker, Friedhelm, Sarkar, Ram
Published in Sensors (Basel, Switzerland) (11.08.2021)
Published in Sensors (Basel, Switzerland) (11.08.2021)
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Journal Article
Stock market prediction using Altruistic Dragonfly Algorithm
Chatterjee, Bitanu, Acharya, Sayan, Bhattacharyya, Trinav, Mirjalili, Seyedali, Sarkar, Ram
Published in PloS one (14.04.2023)
Published in PloS one (14.04.2023)
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Journal Article
EnsemConvNet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications
Mukherjee, Debadyuti, Mondal, Riktim, Singh, Pawan Kumar, Sarkar, Ram, Bhattacharjee, Debotosh
Published in Multimedia tools and applications (01.11.2020)
Published in Multimedia tools and applications (01.11.2020)
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Journal Article
Computer Aided Breast Cancer Detection Using Ensembling of Texture and Statistical Image Features
Roy, Soumya Deep, Das, Soham, Kar, Devroop, Schwenker, Friedhelm, Sarkar, Ram
Published in Sensors (Basel, Switzerland) (23.05.2021)
Published in Sensors (Basel, Switzerland) (23.05.2021)
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Journal Article