There
is a emphasis on
Collaborative research with National and International Scientists The following
research Papers co-authored by Students and Faculty of “Centre for Advanced Studies” was published in collaboration with
the Foreign Scientists.
Journal Articles (Co-authored with Foreign
Scientists)
1.
Manoj
Kaushik, Rakesh Chandra Joshia, Atar Singh Kushwah, Maneesh Kumar Guptab
Monish Banerjee Radim Burget
Malay Kishore Dutta, “ Cytokine Gene Variants and Socio-Demographic
Characteristics as Predictors of Cervical Cancer: A Machine Learning Approach” Computers in Biology &
Medicine, DOI: doi.org/10.1016/
j.compbiomed.2021.104559, 2021, Elsevier
Publishers, SCI indexed Impact Factor – 3.434.
2. Manoj
Kaushik, Neeraj Baghel, Radim Burget, Carlos M. Travieso,
M.K.Dutta, “SLINet: Dysphasia Detection in Children using Deep Neural
Network” Biomedical Signal Processing and Control, Elsevier Publisher, DOI : doi.org/10.1016/j.bspc.2021.102798, Volume
68, July 2021, 102798. SCI indexed Impact Factor – 3.317.
3. Neeraj
Baghel, Radim Burget,
M.K.Dutta “1D-FHRNet: Automatic Diagnosis of Fetal
Acidosis from Fetal Heart Rate Signals”, Detection in Children using Deep
Neural Network” Biomedical Signal
Processing and Control, Elsevier Publisher, doi.org/10.1016/j.bspc.2021.102794,
SCI indexed Impact Factor – 3.317.
4.
Rakesh Chandra Joshi, Saumya Yadav, Vinay
Kumar Pathak, Hardeep Singh Malhotra,
Harsh Vardhan Singh Khokhar Anit Parihar Neera Kohli, D.Himanshu, Ravindra K.Garg,
Madan Lal Brahm Bhatt, Raj Kumar, Naresh Pal Singh,
Vijay Sardana, Radim Burget, Cesare Alippi, Carlos M.Travieso-Gonzalez,
Malay Kishore Dutta, “A deep learning-based COVID-19 automatic diagnostic framework
using chest X-ray images” , Volume 41, Issue 1, January–March
2021, Pages 239-254, DOI: https://doi.org/ 10.1016/ j.bbe.2021.01.002, Biocybernetics and Biomedical Engineering, Elsevier Publishers,
2021, doi.org/10.1016/ j.bbe.2021.01.002, SCI Indexed Impact Factor : 2.537
5.
Neeraj Baghel, Malay Kishore Dutta & Radim Burget, “Automatic Diagnosis of Multiple Cardiac
Diseases from PCG Signals using Convolutional Neural Network” Computer
Methods and Programs in Biomedicine, Volume
197, doi.org/10.1016/j.cmpb.2020.105750, Elsevier Publishers, 2020, SCI indexed, Impact Factor – 3.632.
6.
Anushikha
Singh, Neha Singh, Tanu Jindal, Alfredo Rosado & Malay Kishore Dutta, “A Novel Pilot Study of Automatic Identification of EMF
Radiation Effect on Brain using Computer Vision and Machine Learning”
Biomedical Signal Processing and Control, DOI : 10.1016/j.bspc.2019.101821, Volume 57, 101821,
2020, Elsevier Publishers, SCI indexed Impact
Factor – 3.137.
7. José
Luis Vásquez, Antonio G. Ravelo-García, Jesús B.
Alonso, Malay Kishore Dutta, Carlos M. Travieso “Writer identification approach by
holistic graphometric features using offline
handwriting words” -Neural Computation and Applications, Springer Verilog
Publisher – DOI: 10.1007/s00521-018-3461-x., , , October, 2020, SCI Indexed
Impact Factor – 4.774.
8. Rakesh
Chandra Joshi, Saumya Yadav, Malay Kishore Dutta , Carlos M. Travieso-Gonzalez, “ An Efficient Multi-Object
Detection and Smart Navigation using Artificial Intelligence for Visually
Impaired People” Entropy, Volume 22 Issue 9, 2020, SCI indexed Impact Factor – 2.419, DOI
:10.3390/e22090941.
9. Anjali
Yadav, Anushikha Singh, Malay Kishore Dutta & Carlos M. Travieso “Machine
Learning Based Classification of Cardiac Diseases from PCG recorded Heart
Sounds” Neural Computing and Applications, Springer Verlag Publishers,
DOI - 10.1007/s00521-019-04547-5, December 2020, SCI indexed Impact Factor –
4.774.
10.
Martin Kolařík, Radim Burget, Václav Uher, Kamil Říha,
Malay Kishore Dutta, “Optimized High Resolution 3D Dense–U–Net Network for
Brain and Spine Segmentation” Applied Sciences, MDPI Publishers, Appl. Sci. 2019, 9, 404; DOI:10.3390/app9030404, SCI indexed Impact Factor-
2.474.
11. Azeddine Mjahad, Alfredo Rosado-Muñoz ,
Juan F. Guerrero-Martinez, Manuel Bataller-Mompean,
Jose V. Frances-Villora, Malay Kishore Dutta, “ Detection of Ventricular
Fibrillation Using the Image from Time-Frequency Representation and
Combined Classifiers” Applied Sciences, Track Computer Science and
Electrical Engineering - Special Issue -Deep Learning and Big Data in
Healthcare" MDPI Publishers, 8, 2057; doi:10.3390/app8112057, 2018, SCI indexed Impact Factor-
2.474.
Conference
papers and Book Chapters(Co-authored
with Foreign Scientists)
12. Astha Singh, Ankit Kumar, Malay Kishore Dutta, Carlos M Travieso-Gonzalez and Luis Esteban Hernández,
“Perspective Approach for Security of Biometric Image” 3rd International
Conference on Applications of Intelligent Systems 2020 (APPIS 2020) Las Palmas
de Gran Canaria, Spain, ACM Digital Library.
DOI: 10.1145/3378184.3378216
13. Abhishek Kaushal, Anjali Yadav, Malay Kishore Dutta, Carlos Travieso-González, Luis Esteban-Hernández,
"Low Cost Portable Diagnostic Device for Automatic Classification of the
Abnormal Cardiac Sound using PGC Recording, 3rd International Conference on Applications
of Intelligent Systems 2020 (APPIS 2020) Las Palmas de Gran Canaria,
Spain, ACM Digital Library. DOI:
10.1145/3378184.3378213.
14. Lalita Jaiswar, Anjali Yadav, Malay Kishore Dutta, Carlos Travieso-González, Luis Esteban-Hernández,
“Transfer Learning based Computer Vision Technology for Assisting Visually
Impaired for detection of Common Places” 3rd International Conference on
Applications of Intelligent Systems 2020 (APPIS 2020) Las Palmas de Gran Canaria, Spain, ACM Digital Library.
DOI: 10.1145/3378184.3378215
15. Luis
Esteban-Hernández, S, Dghim Carlos M. Travieso & Malay
Kishore Dutta, “Nosema Pathogenic Agent Recognion
Based On Geometrical And Texture Features Using Neural Network Classifier”
International Conference on Contemporary Computing, 2020, IEEE Xplore Digital
Library, DOI: 10.1109/IC3A48958.2020.233299.
16. Pavel Sikora, Martin Kiac, Malay
Kishore Dutta, “Classification of railway level crossing barrier and light Signalling system using YOLOv3” 43rd
International Conference on Telecommunications and Signal Processing (TSP),
2020, Italy, IEEE Xplore digital library, DOI:
10.1109/TSP49548.2020.9163535
17. Rakesh Chandra Joshi, Malay Kishore Dutta, Pavel Sikora, Martin Kiac, “Efficient
Convolutional Neural Network Based Optic Disc Analysis Using Digital Fundus
Images” 43rd International Conference on
Telecommunications and Signal Processing (TSP), 2020, Italy, IEEE Xplore
digital library, DOI: 10.1109/TSP49548.2020.9163560
18. Saumya Yadav, Rakesh Chandra Joshi, Malay Kishore Dutta, Martin Kiac, Pavel Sikora, “Fusion of Object Recognition and Obstacle Detection
approach for Assisting Visually Challenged Person” 43rd
International Conference on Telecommunications and Signal Processing (TSP),
2020, Italy, IEEE Xplore digital library, DOI:
10.1109/TSP49548.2020.9163434
19. Anjali Yadav, Malay Kishore Dutta, Jiri Prinosil, “Machine
Learning Based Automatic Classification of Respiratory Signals using Wavelet
Transform”, 43rd International Conference on
Telecommunications and Signal Processing (TSP), 2020, Italy, IEEE Xplore
digital library, DOI: 10.1109/TSP49548.2020.9163565.
20. Neeraj Baghel, Divyanshu
Singh, Malay Kishore Dutta, Radim Burget,
Vojtech Myska, “ Truth Identification from EEG Signal by using
Convolution neural network: Lie Detection”, 43rd
International Conference on Telecommunications and Signal Processing (TSP),
2020, Italy, IEEE Xplore digital library, DOI:
10.1109/TSP49548.2020.9163497
21. Manoj
Kaushik, Divyanshu Singh, Malay Kishore Dutta and Carlos
M. Travieso-González, “A Deep Learning
Approach for Epilepsy Seizure Detection using EEG Signals” International
Work Conference on Bioinspired Intelligence, 2020 (IWOBI-2020), UCR & TEC,
Costa Rica – Publisher : Springer Nature.
22.
Chandrasen
Pandey, Neeraj Baghel, Malay Kishore Dutta and Carlos
M. Travieso-González, “Automatic Diagnoses of Lower Back Pain using
Gait Patterns” International Work Conference on
Bioinspired Intelligence, 2020 (IWOBI-2020), UCR & TEC, Costa
Rica – Publisher : Springer Nature.
23.
Rakesh Chandra
Joshi, Saumya Yadav, Malay Kishore Dutta, Carlos
M. Travieso-González, “An Efficient Convolutional Neural
Network based Blood Cells Detection and Counting” International Work Conference on Bioinspired Intelligence, 2020
(IWOBI-2020), UCR & TEC, Costa Rica – Publisher : Springer Nature.
24.
Rakesh Chandra
Joshi, Malay Kishore Dutta and Carlos M. Travieso-González, “Artificial Intelligence based Multi-sensor
COVID-19 Screening Framework” International Work
Conference on Bioinspired Intelligence, 2020 (IWOBI-2020), UCR & TEC, Costa
Rica – Publisher : Springer Nature.
25.
Neelesh
Srivastava, Mansi Bhatnagar, Anjali Jain, Malay Kishore Dutta & Carlos M Travieso Gonzalez,
“Machine Learning Based Improved Automatic Diagnosis of Cardiac Disorder” –
Applications of Intelligent Systems (APPIS - 2019), Las Palmas de Gran Canaria, Spain, 2019, ACM Digital Library, DOI:
10.1145/3309772.3309783.
26.
Vedant
Singh, Malay Kishore Dutta & Carlos M Travieso
Gonzalez, “Zero - Watermarking Scheme for Unique Patient Identification
Tags in Fundus Images for Tele-Ophthalmologic Applications” -
Applications of Intelligent Systems (APPIS_2019), Las Palmas de Gran Canaria, Spain, 2019, ACM Digital Library, DOI:
10.1145/3309772.3309791.
27.
Ashish Issac,
Asmita Gupta, Mansi Bhatnagar, Malay Kishore Dutta
& Carlos M Travieso
Gonzalez, “Imaging method for Noise Removal and segmentation of
Skin Lesions from Dermoscopic Images” Applications
of Intelligent Systems (APPIS_2019), Las Palmas de Gran Canaria,
Spain,2019, ACM Digital Library, DOI: 10.1145/3309772.3309788
28. Astha Singh, Shubhi Srivastava,
Anjali Yadav, Malay Kishore Dutta and Carlos M Travieso-Gonzalez, “Automatic Framework for Extraction of Red Lesion Using Gabor
Filter from Fundus Image” - Applications of
Intelligent Systems (APPIS_2019), Las Palmas de Gran Canaria,
Spain, January 2019, ACM Digital Library, DOI:
10.1145/3309772.3309785.
29. Hardik
Gupta, Dhruv Dahiya, Malay Kishore Dutta, Carlos M. Travieso and Jose
Luis Vásquez-Nuñez, “Real Time Surrounding
Identification for Visually Impaired using Deep Learning Technique”
International Work Conference on Bioinspired Intelligence, 2019, Budapest,
Hungary. Published in IEEE Xplore Digital
Library, DOI: 10.1109/IWOBI47054.2019.9114475
30. Jan Dorazil, Kamil Rıha, Malay Kishore Dutta “Common Carotid Artery Wall Localization in B-mode
Ultrasound Images for Initialization of Artery Wall Tracking Methods”, 42nd International
Conference on Telecommunications and Signal Processing (TSP – 2019) -
Budapest, Hungary,
IEEE Xplore Digital Library, 2019, PP.
605-608, DOI: 10.1109/TSP.2019.8769077.
31. Vojtech Myska, Radim Burget, Malay
Kishore Dutta, “Linguistically
independent sentiment analysis using convolutional-recurrent neural networks model” 42nd International
Conference on Telecommunications and Signal Processing (TSP – 2019) -
Budapest, Hungary,
IEEE Xplore Digital Library. DOI: 10.1109/TSP.2019.8768887,
PP. 212-215, 2019.
32. Shubhi
Srivastava, Astha Singh, Anjali Yadav, Malay Kishore
Dutta, Kamil
Riha, Jan Dorazil,
“Automatic Extraction of Micro-aneurysms and Haemorrhages
from Digital Fundus Image” 42nd
International Conference on Telecommunications and Signal Processing (TSP
– 2019) - Budapest, Hungary, IEEE Xplore Digital Library, 2019, PP. 249 -254,
DOI: 10.1109/TSP.2019.8768847.
33. Arpit Gupta, Arshdeep Kaur, Malay
Kishore Dutta & Jiri Schimmel, “ Article Title: Perceptually
Transparent & Robust Audio Watermarking Algorithm Using Multi Resolution
Decomposition & Cordic QR Decomposition” 42nd International
Conference on Telecommunications and Signal Processing- 2019 (TSP – 2019) - Budapest, Hungary, 2019, PP. 313-317, IEEE Xplore Digital Library,
DOI: 10.1109/TSP.2019.8768894
34. Ankita Dwivedi, Ankit Kumar, Malay Kishore Dutta, Radim Burget, Vojtech Myska, “An Efficient and Robust Zero-Bit
Watermarking Technique for Biometric Image Protection”, 42nd International
Conference on Telecommunications and Signal Processing- 2019 (TSP – 2019) - Budapest, Hungary, 2019, PP.
236-240, IEEE Xplore Digital Library, DOI: 10.1109/TSP.2019.8768881.
35. Areeba Irshad, Ritesh Maurya, Malay
Kishore Dutta, Radim Burget , Vaclav Uher, “ Feature Optimization for Run Time
Analysis of Malware in Windows Operating System using Machine Learning
Approach” 42nd
International Conference on Telecommunications and Signal Processing- 2019 (TSP – 2019) - Budapest, Hungary, 2019, PP. 255-260, IEEE Xplore Digital Library, DOI: 10.1109/
TSP.2019.8768808.
36. Anam Fatima, Ritesh Maurya, Malay
Kishore Dutta, Radim Burget, Jan Masek, “Android Malware Detection Using Genetic
Algorithm based Optimized Feature Selection and Machine Learning” 42nd International
Conference on Telecommunications and Signal Processing- 2019 (TSP – 2019) - Budapest, Hungary, 2019, PP. 220
-223, IEEE Xplore Digital
Library, DOI: 10.1109/TSP.2019.
8769039.
37.
Ritesh
Maurya, Malay Kishore Dutta, Kamil Riha, Petr Kriz, “An Image Processing based Identification of Fish
Exposed to Polluted Water” 42nd International
Conference on Telecommunications and Signal Processing- 2019 (TSP – 2019) - Budapest, Hungary, 2019, PP. 245 -248, IEEE Xplore Digital Library,
DOI: 10.1109/TSP.2019.8768856.
38.
Shivansh
Dubey, Raghuvendra Pratap Tripathi, Malay Kishore
Dutta, Jan Dorazil and Petr Kriz “Early Detection of Heart Valve Disease Employing
Multiclass Classifier” 11th
International Congress on Ultra Modern Telecommunications and Control Systems
and Workshops (ICUMT), Dublin, Ireland – To be published
in IEEE Xplore Digital Library. DOI: 10.1109/ICUMT48472.2019.8970870.
39. Petr
Kriz, Jiri Prinosil, Kamil Riha, Malay Kishore
Dutta, “Proposed Methods for Real-Time Visualization of Panoramic Stadium
Tribune Images in High Resolution”11th International Congress on Ultra Modern
Telecommunications and Control Systems and Workshops (ICUMT),
Dublin, Ireland – To be published in IEEE Xplore Digital Library. DOI: 10.1109/ICUMT48472.2019.8970920.