Dr. Ankit Vidyarthi

Assistant Professor (Senior Grade)

ankit.vidyarthi@jiit.ac.in

Educational Qualifications

Postdoc (Machine Learning), 2018, from Bennett University Gr. Noida
Ph.D. (Machine Learning), 2017, from Malaviya National Institute of Technology Jaipur
M.Tech. (Computer Science & Engineering), 2011 from JIIT Noida.
B.E. (Computer Science & Engineering), 2008 from Uttar Pradesh Technical University Lucknow

Work Experience

Assistant Professor (Senior Grade) @ JIIT Noida from June 2018 - Present
Postdoc Fellow @ Bennett University from June 2017- May 2018.
Associate Professor @ ABES Engineering College Ghaziabad from March 2017 – May 2017.
Assistant Professor @ ABES Engineering College Ghaziabad from July 2015 – Feb 2017.
Research Scholar @ MNIT Jaipur from Jan 2013 – June 2015.
Assistant Professor @ SunderDeep Engineering College Ghaziabad from July 2011 – Dec 2012.

Biography

Ankit Vidyarthi presently holds the post of Assistant Professor (Sr. Grade) in the Department of Computer Science Engineering & Information Technology, Jaypee Institute of Information Technology Noida. He joined the Institute in June 2018 and from then onwards he is associated with academics and research activities at the university level. He completed his Postdoc (Machine Learning) at Bennett University in 2018. He obtained his Ph.D. from the Department of CSE, Malaviya National Institute of Technology Jaipur in 2017. He had several research papers in reputed SCI/(E) indexed journals with good impact factors. He had also published 20 research articles in various peer-reviewed conferences of IEEE/Springer/ACM/Elsevier which were indexed in Scopus. He is a member of ACM with professional members and SIGACT membership. He is also associated with various journals as a reviewer which are of high standards and indexed in SCI/(E). He is also a member of the Technical Program Committee in various conferences and workshops. He is associated with one journal (JIEEE) as an associate Editor-in-Chief. Besides this, he is associated with some of the benchmark journals as an Associate Editor (GE) with IEEE Transactions on Industrial Informatics, Interdisciplinary Sciences: Computational Life Science, Springer, and Frontiers in Genetics, ACM Transactions, and others.

Interest Area(s)

Machine Learning
Medical Imaging
Algorithms
Image Processing
Compiler and Automata

PH.D. SUPERVISION

ONGOING: 3

Somya Srivastava, Area: Organ Segmentation using Ultrasound Images
Payal Malik, Area: Machine Learning based Classification of Brain Hemorrhages
Ujjwala Thakur, Area: Human Activity Recognition
Nishu Bansal, Area: Analysis of Diabetic Foot Ulcer images with Machine Intelligence

POST GRADUATE SUPERVISION

AWARDED (3 COMPLETED):

Ankit Goel, “Machine Learning based solution for animal biometrics”, 2019
Niharika, “Data Analytics Towards Monitoring the Impact of Covid on Students Performance”, 2022
Priyanshi Pandey, “Ensemble Learning approach for the classification of the Diabetic Foot abnormality”, 2023

Publications

INTERNATIONAL JOURNAL (SCI/(E) Indexed):

2023 - A Stacked Ensemble Approach to Generalize the Classifier Prediction for the Detection of DDoS Attack in Cloud Network, Mobile Networks and Applications, 1-15, SCIE: IF – 3.8
2023 - Cognitive Hybrid Deep Learning-based Multi-modal Sentiment Analysis for Online Product Reviews, ACM Transactions on Asian and Low-Resource Language Information Processing, SCIE: IF – 1.4
2023- An Automated Data-driven Machine Intelligence Framework for Mining Knowledge To Classify Fake News Using NLP, ACM Transactions on Asian and Low-Resource Language Information Processing, SCIE: IF – 1.4
2023 - Analytical study of the encoder-decoder models for ultrasound image segmentation, Service Oriented Computing and Applications, 1-20
2023 - An Advanced Energy Management and Harvesting System for Network Lifetime for Industrial IoT in Smart Cities, IEEE Internet of Things Journal, SCIE: IF- 9.9
2023 - Exploration of Deep Neural Networks and Effect of Optimizer for Pulmonary Disease Diagnosis, SN Computer Science 4 (5), 471
2023 - A regressive encoder-decoder-based deep attention model for segmentation of fetal head in 2D-ultrasound images, Image and Vision Computing, 104725, SCIE: IF – 4.7
2023 - A Computational Deep Fuzzy Network-Based Neuroimaging Analysis for Brain Hemorrhage Classification, IEEE Journal of Biomedical and Health Informatics, SCIE: IF- 7.792
2023 - Utilizing Continuous Time Markov Chain for Analyzing Video-On-Demand Streaming in Multimedia Systems, Expert System with Applications, SCIE: IF- 8.66
2023 - Neural network inspired differential evolution-based task scheduling for cloud infrastructure, Alexandria Engineering Journal, SCIE: IF: 6.67
2023 - Identification of vulnerable selfish peer in P2P network using nature-inspired optimization techniques, Physical Communication, Elsevier, SCIE: IF: 2.379
2023 - An efficient and optimized Markov chain-based prediction for server consolidation in cloud environment, Computers and Electrical Engineering, SCIE: IF: 4.77
2023 - EEG based personality prediction using genetic programming, Asian Journal of Control, Asian Journal of Control, SCIE: IF: 2.444
2023 - A Manifold-Level Hybrid Deep Learning Approach for Sentiment Classification Using an Autoregressive Model, Applied Sciences, SCIE: IF – 2.838
2023 - Mining user's navigation structure by filtering impurity nodes for generating relevant predictions, International Journal of Cognitive Computing in Engineering 4, 248-258
2023 - Performance of Optimized Security Overhead Using Clustering Technique Based on Fuzzy Logic for Mobile ad hoc Network, Cybernetics and Information Technologies 23 (1), 94-109
2022 - A Dense-Layered Deep Neural Model-Based Classification of Brain Hemorrhages Using Head Computer Tomography Images, Cognitive Computation, SCIE: IF - 4.890
2022 - Restoration and fuzzy logic based formation of multipath routing protocol in MANET, International Journal of System Assurance Engineering and Management Scopus
2022 - Energy Efficient Quantum-Informed Ant Colony Optimization Algorithms for Industrial Internet of Things, IEEE Transactions on Artificial Intelligence Scopus
2022 - Exploring Web-based Translation Resources Applied to Hindi-English Cross-Lingual Information Retrieval, ACM Transactions on Asian and Low Resource Language Information Processing SCIE: IF - 1.471
2022 - A Deep Learning Assisted Image-guided Framework for Differentiation among Tumors and Hemorrhages in Head Imaging, Computers and Electrical Engineering, Elsevier SCIE: IF- 4.152
2022 - A Smart Cloud and IoVT‑Based Kernel Adaptive Filtering Framework for Parking Prediction, IEEE Transactions on Intelligent Transportation Systems SCIE: IF- 9.551
2022 - Scalable Federated-Learning and Internet-of-Things enabled architecture for Chest Computer Tomography image classification, Computers and Electrical Engineering, Elsevier SCIE: IF- 4.152
2022 - A secure energy-efficient routing protocol for disease data transmission using IoMT, Computers and Electrical Engineering, Elsevier SCIE: IF‑ 4.152
2022 - Nature Inspired Algorithms for Solving Multiple Sequence Alignment Problem: A Review, Archives of Computational Methods in Engineering, Springer SCIE: IF - 8.171
2022 - Machine Learning Assisted Methodology for Multiclass Classification of Malignant Brain Tumors, IEEE Access SCIE: IF- 3.476
2022 – ST-AL: a hybridized search based metaheuristic computational algorithm towards optimization of high dimensional industrial datasets, Soft Computing, Springer SCIE: IF- 3.732
2022 – Federated-Learning Based Privacy Preservation and Fraud-Enabled Blockchain IoMT System for Healthcare, IEEE Journal of Biomedical and Health Informatics SCIE: IF- 5.772
2022 - UAV Surveillance for Violence Detection and Individual Identification, Automated Software Engineering SCIE: IF- 1.273
2022 - SDMTA: Attack Detection and Mitigation Mechanism for DDoS Vulnerabilities in Hybrid Cloud Environment, IEEE Transactions on Industrial Informatics SCIE: IF- 10.2
2022 - Power rank: An interactive web page ranking algorithm, Advances in Computers SCIE: IF- 1.6
2022 - Review on Epileptic Seizure Prediction: Machine Learning and Deep Learning Approaches, Computational and Mathematical Methods in Medicine SCIE: IF- 2.23
2022 - Intelligent Semantic Segmentation for Self‑Driving Vehicles Using Deep Learning, Computational Intelligence and Neuroscience SCIE: IF- 3.6
2022 - Smart Heart Disease Prediction System with IoT and Fog Computing Sectors Enabled by Cascaded Deep Learning Model, Computational Intelligence and Neuroscience SCIE: IF - 3.6
2022 – Perturbation-Based Fuzzified K-Mode Clustering Method for Privacy Preserving Recommender System, International Journal of Information Security and Privacy (IJISP) SCOPUS
2021 - Modified ML-KNN: Role of similarity measures and nearest neighbor configuration in multi‑label text classification on big social network graph data, Advances in Computers SCIE: IF- 1.6
2021 - Soil Fertility Monitoring with Internet of Underground Things: A Survey, IEEE Micro SCIE: IF- 4.1
2021 - Prognosticating the effect on Unemployment rate in the post-pandemic India via Time-Series Forecasting and Least Squares Approximation, Pattern Recognition Letters SCIE: IF- 3.2
2021 - CROPCARE: An Intelligent Real-Time Sustainable IoT System for Crop Disease Detection Using Mobile Vision, IEEE IOT Journal SCIE: IF - 9.45
2021 - PTXNet: An extended UNet model based segmentation of pneumothorax from chest radiography images, Expert Systems, Wiley SCIE: IF- 2.587
2021 - Recognizing Human Violent Action Using Drone Surveillance With in Real Time Proximity, Journal of Real-Time Image Processing SCIE: IF- 2.358
2021 - A Hybridized Modified Densenet Deep Architecture with CLAHE Algorithm for Humpback Whale Identification and Recognition, Multimedia Tools and Applications SCIE: IF - 2.75
2021 - Semantic Morphological Variant Selection and Translation Disambiguation for Cross-Lingual Information Retrieval, Multimedia Tools and Applications SCIE: IF- 2.75
2021 - Deep assisted dense model based classification of invasive ductal breast histology images, Neural Computing and Applications SCIE: IF- 4.5
2021 - VMShield: Memory Introspection-based Malware Detection to Secure Cloud-based Services against Stealthy Attacks, IEEE Transactions on Industrial Informatics SCI: IF - 10.2.
2020 - Context‑based Translation for the Out of Vocabulary Words Applied to Hindi‑English Cross‑Lingual Information Retrieval, IETE Technical Review SCIE: IF‑ 1.845
2020 - Multi‑scale Dyadic Filter Modulation based Enhancement and Classification of Medical Images, Multimedia Tool and Applications SCIE: IF‑ 2.313
2020 - Visual Enhancement of Brain Cancer MRI using Multiscale Dyadic Filter and Hilbert Transformation, Biomedical Engineering, De Gruyter SCIE: IF‑ 1.054
2019 - Performance Evaluation of Jaipur Knee Joint through Kinematics and Kinetics Gait Symmetry with Unilateral Transfemoral Indian Amputees, Journal of Medical Systems SCIE: IF‑ 3.058
2019 - Energy‑Aware Online Non‑Clairvoyant Scheduling Using Speed Scaling with Arbitrary Power Function, Applied Sciences SCIE: IF‑ 2.219
2017 - Texture Based Feature Extraction Method for Classification of Brain Tumor MRI, Journal of Intelligent and Fuzzy Systems SCIE: IF‑ 1.004
2016 - AVNM: A Voting based Novel Mathematical Rule for Image Classification, Computer Methods & Programs in Biomedicine, SCIE: IF‑ 3.1
2014 - Utilization of Shape and Texture features with Statistical Feature Selection Mechanism for Classification of Malignant Tumors in MR Images, Biomedical Engineering, De Gruyter SCIE: IF‑1.054

BOOK CHAPTERS:

Ankit Vidyarthi, Shilpa Gundagatti, Nisha Chaurasia, Deep Strategies in Computer‑Assisted Diagnosis and Classification of Abnormalities in Medical Images, Smart Healthcare Systems, pp. 135‑150, 2019

INTERNATIONAL CONFERENCE:

Detecting Simpson’s Paradox: A Step Towards Fairness in Machine Learning”, European Conference on Advances in Databases and Information Systems, 2022 (Springer)
”Discretizing Numerical Attributes: An Analysis of Human Perceptions”, European Conference on Advances in Databases and Information Systems, 2022 (Springer)
”Why Not to Trust Big Data: Discussing Statistical Paradoxes” International Conference on Database Systems for Advanced Applications (DASFAA) 2022 (IEEE)
”Existence of the Yule‑Simpson Effect: An Experiment with Continuous Data”, 2022 12th International Conference on Cloud Computing, Data Science & Engineering (Confluence), 2022 (IEEE)
“Malignancy Grade Identification and Classification of Brain MR Images with New 2D Co‑occurrence Matrix and Wavelet Transformation”, 2021 13th International Conference on Contemporary Computing (IC3‑2021), 2021 (ACM)
“Classification of Breast Microscopic Imaging using Hybrid CLAHE‑CNN Deep Architecture”, 2019 Twelfth International Conference on Contemporary Computing (IC3), pp. 1‑5, 2019 (IEEE)
“Classification of brain tumours Using Genetic Algorithms as a Feature Selection Method (GAFS)”, In the Proceedings of the International Conference on Informatics and Analytics, Article No. 32, pp. 1‑5, 2016 (ACM)
“Performance Analysis of Gabor‑Wavelet based Features in Classification of High Grade Malignant Brain Tumors”, In the proceedings of 39th National System Conference (NSC), PP. 1‑6, 2015 (IEEE)
“Brain tumor Segmentation Approaches: Review, Analysis and Anticipated Solutions in Machine Learning”, In the proceedings of 39th National System Conference (NSC), PP. 21‑26, 2015 (IEEE)
“CLOM: Counting Label Occurrence Matrix for Feature Extraction in MR Images”, In the proceedings of 2nd International Conference on Signal Processing and Communication (ICSC), pp. 111 – 115, 2015 (IEEE)
“Tumor Boundary Extraction using Intensity and Texture based on Gradient Vector in MR Images”, International conference on futuristic trend in computational analysis and knowledge management (ABLAZE), pp. 132 – 137, 2015 (IEEE)
“CLAP‑Closely Link Associated Pixel based Extraction of Tumor in MR Images”, In the Proceedings of 4th IEEE International Advance Computing Conference (IACC), pp. 1037‑1040, 2014 (IEEE)
“Disjoint Tree based Clustering and Merging for Brain tumor Extraction”, In the Proceedings of 2^nd International Conference on Advanced Computing, Networking and Informatics (ICACNI), pp. 445‑452, 2014 (Springer)
“ACLIME: Automatic Cluster Identification and Merging”, In the Proceedings of 5th International conference Confluence, pp. 947‑952, 2014 (IEEE)
“Probabilistic Mutual Information based Extraction of Malignant Brain Tumors in MR Images”, In the Proceedings of 9th International Conference on Industrial and Information Systems (ICIIS), pp. 126‑130, 2014 (IEEE)
“Text and Non‑Text Region Identification Using Texture and Connected Components”, In the Proceedings of International conference On Signal Propagation and Computer Technology (ICSPCT), pp. 604‑609, 2014 (IEEE)
“Machine Learning based Classification of High Grade Malignant Brain Tumors using Diverse Feature Set”, In the Proceedings of International Conference on Advances in Computing and Information Technology (ICACIT), pp. 149 – 156, 2014 (Elsevier)
“Gradient Directional based Segmentation of Natural Scene Images”, In the Proceedings of International Conference on Advances in Computing and Information Technology (ICACIT), pp. 32 ‑38, 2014 (Elsevier)
“A Hybrid Model for extraction of Brain Tumor in MR Images”, In the Proceedings of International Conference on Signal Processing and Communication (ICSC), pp. 202‑206, 2013 (IEEE)
“Comparative Study of Brain Tumor Classification in MR Images”, In the Proceedings of 3rd International Conference on Soft Computing for Problem Solving (SocPros), pp. 889‑897, 2013 (Springer)

Books:

Ankit Vidyarthi, Ankita Sharma, Semantic Ontology Merging for Effective Information Retrieval System, Lambert Academic Publishing, Germany, 2014

INVITED TALK

Delivered a lecture on “Machine Learning Approaches for Medical Images” in the One week ATAL FDP on Machine Learning Frontiers in Healthcare (MLFH-21) conducted by NIT Delhi, July 28, 2021.
Delivered a workshop on “Introduced the workshop on Deep Learning and Blockchain” in International Conference on Artificial Intelligence (ICAI-21), organized by AI Foundation, India, on May 22-23, 2021.
Delivered a lecture on “Introduced the Key challenges towards Trusted AI” in International Association of Responsible AI Conducted by AI Foundation, April 18 2021.
Delivered a lecture on “Introduced the python basics and Hand-on on IDLE” in FDP on “One Week Online Student Training Program on Python Programming and Machine Learning”Conducted by BBDIT University, Lucknow, Dec. 26 - 30, 2020.
Delivered a lecture on “Introduced the use of Gait Data with Python API” in One week Online Short Term Training Program Conducted by AKG Engineering College, Ghaziabad on Dec. 7 - 12, 2020.
Delivered a lecture on “Introduced the Medical research problems and open challenges“ in One Week Online FDP on Computer Vision using Deep Learning conducted by Panimalar Engineering College, Chennai on June 26 - 30, 2020.
Delivered a lecture on “Use of Mathematics behind designing of Neural Networks“ in One Week Current Research Trends in Artificial Neural Networks conducted by AKG Engineering College, Ghaziabad on July 8 - 12, 2019.
Delivered a lecture on “Texture methods for Feature Extraction“ in One Week FDP on Healthcare conducted by JIIT Noida on July 4 - 10, 2018.

AWARDS & ACHIEVEMENTS

Awarded ICMR grant of Rs. 96000
Awarded Branch Topper Certificate
Awarded as a Privileged Student
Awarded by Meerut Engineering Association (B. Tech)
Awarded by Texas Instrumentation for Mentoring UG Students in Competition

Enrichment Activities

FDP/STTP/Workshop

Organized 3 Days FDP on Computational Methods for Medical Image Analysis at JIIT Noida on April 18 -20, 2019
Organized 3 Days Symposium on Intelligent Systems Techniques and its Research applications at JIIT Noida on December 20- 22, 2018

Special Sessions

Organized a Special Session on Intelligence in computing applications in International Conference on Machine Learning and Data Engineering - ICMLDE 2022 at UPES Dehradun on September 7-8, 2022
Organized a Special Session on Recent advancement towards Healthcare Informatics in DOCTORAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE (DOSCI) at IET Lucknow on March 5, 2022
Organized a Special Session on Intelligent Decisions for Multimedia Data Science & Analytics in DOCTORAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE (DOSCI) at IEt Lucknow on March 6, 2021

Journal Editorial Board Member

Associate Editor (GE), ACM Transactions on Asian and Low Resource Language Information Processing, 2023
Associate Editor (GE), Frontiers in Genetics, 2023
Associate Editor (GE), Interdisciplinary Sciences: Computational Life Science, Springer, 2021
Associate Editor (GE), The IET international Book Series on Applied AIoT, 2021
Associate Editor (GE), IEEE Transactions on Industrial Informatics, 2021
Editor, Journal of Informatics, Electrical and Electronics Engineering, 2019-Present
Senior Editor, AI Foundation, 2019-Present

JOURNAL AND Conefernce REVIEWER

Journals:

IEEE Transactions on Industrial Informatics
IEEE Transactions on Neural Network and Learning Systems
ACM Transactions on Asian and Low Resource Language Information Processing
Applied Computing Elsevier
Cognitive Computation Springer
Multimedia Tools and Applications Springer
Computer and Electrical Engineering Elsevier
Journal of System and Software, Elsevier
Journal of King Saud University - Computer and Information Sciences, Elsevier.
Computational Intelligence-Journal, Wiley.
Journal of Software: Practice and Experience, Wiley.
Concurrency and Computation: Practice and Experience, Wiley.
IEEE Transactions on Network Science and Engineering, IEEE.
IEEE Transactions on Systems, Man, and Cybernetics: Systems, IEEE.
Wireless communications and Mobile Computing, Wiley.
Science Progress-Journal, Sage.
Journal of Computers and Electronics in Agriculture, Elsevier.
Int. J. of Business Intelligence and Data Mining” Inderscience.
ACM Transactions on the Web, Elsevier
International Journal of Information Management Data Insights, Elsevier.
Science Progress
Computational Intelligence-Journal, Wiley
IEEE Transactions on Computational Social Systems
International Journal of Cognitive Informatics and Natural Intelligence (IJCINI), IGI Global.
IEEE Access

TECHNICAL PROGRAM COMMITTEE MEMBER

Member TPC, International Conference on Contemporary Computing (IC3), 2018 – Present
Publicity Chair, International Conference on Contemporary Computing (IC3), 2018 – Present
Session Chair, Third Doctoral Symposium on Computational Intelligence (DoSCI), 2022
Member TPC, INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICSC 2022), 2022
Session manager, 13th International Conference on Contemporary Computing (IC3-2021), 2021
General Chair, International Conference on Soft Computing and Artificial Learning (ICSCA-2021), 2021
Member TPC, International Conference on Industrial Electronics Research and Applications, 2021
Session Chair, International Conference on Artificial Intelligence, 2021
Member TPC, IEEE International Conference on Computational Intelligence and Knowledge Economy, 2019