Welcome to Centre for Advanced Studies

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., 2020, 32(20), pp. 15733-15746, 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.

International Collaborations