Dr. Ashish Mishra

Assistant Professor (Senior Grade)

ashish.mishra@jiit.ac.in

Educational Qualifications

Ph.D. (Computer Science & Engineering), from Maulana Azad National Institute of Technology Bhopal
M.Tech. (Computer Science & Engineering), from RGPV Bhopal.
B.E. (Information Technology), from RGPV Bhopal

Biography

Dr. Ashish Mishra is an Assistant Professor (Senior Grade) in the Department of Computer Science and Engineering (CSE), Jaypee Institute of Information Technology (JIIT), Noida, India. He joined the Institute in the year 2019, and since then he has been associated with academics and research activities at the university level.He completed his Ph.D. in the Department of Computer Science and Engineering at Maulana Azad National Institute of Technology (NIT-Bhopal) in Bhopal. With over 15+ years of experience in teaching, research, and administration, he also served as the head of the Department of CS/IT for 4 years.

He successfully established and currently managing the NVIDIA’A DGX Workstation (High-Performance Computing Machine) at JIIT Noida. Moreover, he was a key member of the committee responsible for establishing the Ramanujan Universe- A supercomputing facility at JIIT Noida. Currently, he is the Zonal Coordinator of Ramanujan Universe.

His research interests include Deep Learning, Machine Learning, Computer Vision, Medical Image Segmentation, GPU Computing, Energy Efficient Computing on GPU, and Edge Computing. Currently, He is supervising 3 PhD scholars. Under his guidance 10 MTech Thesis/Industrial projects and more than 150+ major projects completed. He is a member of ACM and IEEE. He is associated with various journals as a reviewer which are of high standards.

Work Experience

Jaypee Institute of Information Technology, Noida (U.P.) -- Assistant Professor (Senior Grade) – July 2019-present
Sagar Group of Institution, Bhopal (M.P) -- Associate Professor – February 2010 –July 2019
University Institute of Technology (UIT-RGPV), Bhopal (M.P) -- Lecturer- February 2004 – July 2006

Interest Areas

Machine learning and Deep learning
Edge Computing
GPU Computing
CUDA Programming on GPU
Computer Vision
Medical Image Segmentation
Energy-Efficient Computing on GPU
HPC using Graphical Processing Unit.
Object-Oriented Programming
Operating System and system programming

Ph.D. Supervision

ONGOING: 3

Mayuri Gupta, Area: “Deep Learning-based Image Segmentation to Detect Polyp”
Sanjeev Gupta, Area: “Acute Lymphoblastic Leukemia segmentation and classification using Deep Learning”
Vandana Gupta: “Texture-based image analysis and classification”

Faculty In Charge Of Institute/ Dept. Level Activities

Zonal Coordinator, “Ramanujan Universe -Super Computing Facility” at JIIT.
Departmental Coordinator, “Jaypee Innovation and Incubation Center”
Departmental Coordinator, “Jaypee IPR Committee”
Coordinator, NVIDIA’s DGX High-Performance Computing Facility
Hostel Warden, H3 (Boys Hostel)
Mentor – AI/ML Student Hub

Patent

Patent granted for Design of “IOT Based Heating and Vibrating Vest for back pain patients” (Design NO: 365192-001), Date of Granting:31/05/2022
Patent Published for the invention “A Computer-Implemented Method for Interoperability between Heterogeneous IoT (Internet of Things) Devices Using Adaptive Extensible Universal Schema and Grouping of Homogeneous IoT Devices” (Application number: 202011037396, Date of publication: 25/09/2020)

Affliations

International Association of Computer Science and Information Technology (IACSIT), Member No. (80343070).
Indo Universal Collaboration for Engineering Education (IUCEE)
Computer Society of India, CSI (N1161183

Publications

International Journal:

Gupta, M., Mishra, A. A systematic review of deep learning-based image segmentation to detect polyp. Artif Intell Rev 57, 7 (2024). https://doi.org/10.1007/s10462-023-10621-1
Santosh Kumar Bharti, Rajeev Kumar Gupta, Nikhlesh Pathik, and Ashish Mishra. 2022. Sarcasm Detection in News Headlines using Voted Classification. In Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing (IC3-2022). Association for Computing Machinery, New York, NY, USA, 208–212. https://doi.org/10.1145/3549206.3549245
Tiwari V, Mishra A. Neural network-based hardware classifier using CORDIC algorithm. Modern Physics Letters B. 2020 May 30;34(15):2050161.
Diwedi S, Mishra Ashish, Gupta R. Risk prediction assessment in Life Insurance Company through dimensionality reduction method. International Journal of Scientific & Technology Research. 2019 Nov (In Press)
Mishra A, Khare N. Energy and performance improvement using real-time DVFS for graph traversal on GPU. International Journal of Energy Technology and Policy. 2019 Mar 4;15 (2-3):254-79.
Mishra A, Khare N. Power and Performance Characterization of the Dijkstra's Graph algorithm on GPU. International Journal of Computer Science and Information Security. 2016 Sep 1;14 (9):858.
Mishra A, Khare N. Analysis of DVFS Techniques for Improving the GPU Energy Efficiency. Open Journal of Energy Efficiency. 2015 Nov 24;4(04):77.
Singh K, Mishra A. A Survey on Digital Image Authentication by DCT and RPM-Based Watermarking. IOSR Journals (IOSR Journal of Computer Engineering).;1(18):37-42.
Singh, Kuldeep, and Ashish Mishra. "Digital Image Authentication by DCT and RPM Based Watermarking." IOSR Journals (IOSR Journal of Computer Engineering) 1.20: 51-56.
Neelkamal Upadhyay, Kuldeep Tripathi, Ashish Mishra “A Survey of Association Rule Hiding Approaches” International Journal of Computer Science and Information Technology & Security (IJCSITS), ISSN: 2249-9555, Vol. 5, No1, February 2015.
Neelkamal Upadhyay, Kuldeep Tripathi, Ashish Mishra “Privacy Preservation in Data Mining By Clustering of Sensitive Association Rule”, International Journal of Modern Communication Technologies & Research (IJMCTR), ISSN: 2321-0850, Volume-2, Issue-11, November 2014

Intrnational Conference:

A. Mishra, A. Mishra, A. K. Tewari and J. Gangrade, "Deep Transfer Learning for Tomato Leaf Diseases Detection and Classification using Pre-trained Models," 2023 9th International Conference on Signal Processing and Communication (ICSC), NOIDA, India, 2023, pp. 290-295, doi: 10.1109/ICSC60394.2023.10441215.
A. Mishra, S. Gupta, D. Goel and V. Tiwari, "ISL Recognition of Emergency Words Using MediaPipe, CNN and LSTM," 2023 International Conference on Power Energy, Environment & Intelligent Control (PEEIC), Greater Noida, India, 2023, pp. 322-325, doi: 10.1109/PEEIC59336.2023.10450425.
S. Arjaria, S. Singh, V. Tiwari and A. Mishra, "Towards Safer Roads: Preventing Car Accident Probability with Machine Learning," 2023 International Conference on Power Energy, Environment & Intelligent Control (PEEIC), Greater Noida, India, 2023, pp. 303-307, doi: 10.1109/PEEIC59336.2023.10449984
Sharma, R., Gangrade, J., Gangrade, S., Mishra, A., Kumar, G. and Gunjan, V.K., 2023, October. Modified EfficientNetB3 Deep Learning Model to Classify Colour Fundus Images of Eye Diseases. In 2023 IEEE 5th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA) (pp. 632-638). IEEE.
Gangrade J, Gangrade S, Mishra A, Kumar G, Gunjan VK. Indian Sign Language Recognition Using Scale-Invariant Feature Transform by Depth Sensor. In2023 IEEE 5th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA) 2023 Oct 7 (pp. 626-631). IEEE.
Mayuri Gupta and Ashish Mishra. 2023. AB-DeepLabv3+: An Encoder-Decoder Method with Attention Mechanism for Polyp Segmentation. In 2023 Fifteenth International Conference on Contemporary Computing (IC3-2023) (IC3 2023), August 03--05, 2023, Noida, India. ACM, New York, NY, USA 7 Pages. https://doi.org/10.1145/3607947.3607997
“Improved K-Mean Clustering Approach for Web usage mining” on 2nd international conference on emerging trends in engineering and technology held on G.H Raisoni college of engineering, Nagpur.-2009
“Web Mining using efficient K-mean ” on International Conference held at Amrutvahini college of engineering, Sangamnar, Maharastha.-2009
“Content-Based Image Retrieval Through Distance Similarity Metrics” on International conference on Search and research youth congress, Bhopal-2010
“Development of Intrusion Detection System for Wireless Ad-hoc Network” on International conference on Search and research youth congress, Bhopal-2010
“Interference-based Topology Control Algorithm for delay-constrained Mobile Ad hoc Networks “In IEEE Students' Conference on Electrical, Electronics and Computer Science (SCEECS), 2016
Analysis and comparison of graphical password authentication techniques, IEEE International Conference on ICT in Business Industry Government (ICTBIG) 2016
“Algorithm for shortest path in mobile Adhoc network” on National Conference on RECENT TREND IN INFORMATION TECHNOLOGY held at GEC, GWALIOR (M.P)-04/2008
“Data mining techniques for Intrusion detection” on National Conference on RECENT TREND IN INFORMATION TECHNOLOGY held at GEC, GWALIOR (M.P)-04/2008
“Relation between Data mining and Knowledge discovery” on National Symposium held at All Saints College of Technology, Bhopal-04/2008
“An Introduction to Data Mining: Discovering Hidden Value in your Data Warehouse” BHARATIYA VIGYAN SAMMELAN-2007 held at BHOPAL.
“Using Neural networks to recognize human emotion” on a workshop on data mining and Neural network held at BIST, Bhopal. -2007

Expert Lecture Delivered

Deliver a session in the 5-days FDP titled “Emerging Trends in Computation Intelligence with Hands-on Session” on 19^thDec to 23th Dec 2022.
Deliver Expert lecture in 1-Week Faculty Development Program on “Green IOT for Sustainable Development” Organized by the Department of CSE & IT of JIIT Noida.
Expert talk on “Recent Challenges in GPU Computing” as Keynote speaker under international Conclave on “Emerging trends in Information and Communication Technologies” held on 30^th-31^st July 2021, SAGE University, Indore.
Expert lecture on “GPGPU Computing” organized by Department of CSE Oriental Institute of Science and Technology, Bhopal.
Expert lecture on “GPGPU: High-performance computing for Data Science “organized by Department of CSE, Shri Vaishnav Vidyapeeth Vishwavidyalaya Indore.

Workshop/Event Organized

Conducted a 1-day session on hand on “How to access DGX Remotely” for faculties from other Jaypee Universities.
Organized Doodle Making Competition on Theme Entrepreneurs: “Turning Crisis into Opportunity” under the aegis of Jaypee Innovation and Incubation Center.
One Week Long FDP on “Machine Learning for Internet of Things (IoT), Natural Language Processing and Computer Vision” at JIIT Noida from 16-21 August 2021.
Three Days’ workshops on “Hands-on: NVIDIA DGX Workstation” for faculties and research scholars at JIIT, Noida.
Two Days workshop on “NBA Accreditation” for faculties at SISTec sponsored by RGPV under TEQIP-III.
Two Days’ workshop on “Python Programming Language” at Sagar Institute of Science and Technology, Bhopal, India.
Two Days’ workshop on “Managing Research” for PG students at Sagar Institute of Science and Technology, Bhopal, India.
Two Days’ workshop on “Reference Management using Mendeley” at Sagar Institute of Science and Technology, Bhopal, India.

Reviewer /Technical Program Committee Member

Member TPC, International Conference on Contemporary Computing (IC3), 2021 – Present
Session Manager, First International Conference on Informatics, (ICI-2022) JIIT Noida.
Member TPC, IEEE International Conference on Contemporary Computing and Communications (InC4) , Christ University, Bangalore, April 21-22, 2023
Member TPC, International Conference on Power Engineering and Intelligent Systems (PEIS-2023)-NIT Delhi.
Member TPC, 7^th International Conference on Computer Vision and Image Processing (CVIP)- 2021, NIT Nagpur.
Member TPC, 2023 International Conference on Emerging Techniques in Computational Intelligence (ICETCI-2023), Mahindra University.

Attended (FDP, Workshops, Webinars and Conferences):

1-Week FDP on “Green IOT for Sustainable Development” Organized by Department of CSE & IT of Jaypee Institute of Information Technology, Noida (U.P) From 13^th June to 17^th June 2022
1-Day workshop on “Building Video AI application at the Edge on Jetson Nano Conducted” Conducted by NVIDIA’s Deep learning institute on 23 April 2022
1-Day workshop on “Getting Started with AI on Jetson Nano” Conducted by NVIDIA’s Deep Learning Institute on 21 April 2022
Two Week Summer School on “Industry 4.0: Security and Technological Aspect (SSIST’2021)” organized by the Department of CSE & IT of Jaypee Institute of Information Technology, Noida (U.P) from 9^th Aug 2021 to 21^st Aug 2021.
Two Days workshop on “Managing Personal Finance” organized by the Department of Humanities and Social Science of Jaypee Institute of Information Technology-Noida (U.P) on 7^th and 8^th April 2021.
One-week Faculty Development Program on “Quantum Computing” sponsored by AICTE Training and Learning (ATAL) Academy and conducted by C-DAC Mohali from 5^th Oct 2020 to 9^th Oct 2020.
One-week Faculty Development Program on “Research aspects on modern analytics and Cybersecurity” organized by Jaypee Institute of Information Technology-Noida (U.P) from 20/07/2020 to 24/07/2020.
One Week Faculty Development Program on “Introduction to Artificial Intelligence” was organized by Geethanjali College of Engineering and Technology-Telangana from 25/05/2020 to 30/05/2020.
One Week Short term course on “Assuring Global Quality in Technical Education through Outcome Based Education” under the Quality Improvement Program at Madhav Institute of Technology and Science (MITS), Gwalior.
Five days Faculty Development Program on “Machine learning and big data analytics” at Sagar Institute of Science and Technology (SISTec).
2-Week Faculty Development program on “Foundation Program on ICT for Education” Conducted by IIT, Bombay.
2-Week Faculty development program on “Pedagogy for Online and Blended Teaching-Learning Process” conducted by IIT, Bombay.
Four Days of training programs on “Heterogeneous Computing-Many Core/Multi GPU-Performance of Algorithm Kernels (HeMPa-2011)” at CMSD Hyderabad, jointly organized by C-DAC PUNE and CMSD Hyderabad.
Four Days of Faculty Development Programs on “Cloud Infrastructure and Services” at RGTU, BHOPAL.
Two Days workshop on “Writing effective conference papers for Engineering/Science Teachers” at the National Institute of Technology, Bhopal, India.
Two Days Workshop on “Soft Computing and Knowledge Mining” at MCA department, National Institute of Technology, Bhopal, India.
Three Days of workshops on “Oracle Technologies” at the Oriental Institute of Science and Technology, Bhopal, India.
One Day workshop on “IBM academic initiative” at the University Institute of Technology, RGPV, Bhopal, India.
One Day workshop on “Reference Management for Researchers” at Sagar Institute of Science and Technology, Bhopal, India.
One Day workshop on “Fun @ Work” at Sagar Institute of Science and Technology, Bhopal, India.