Amit Kumar Tyagi

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 35

Top Topics

Class Imbalance

Imbalanced Data

Top Venues

Publications

S. Vignesh Baalaji, S. Sandhya, Sajidha Syed Azimuddin, Nisha Vellarayil Mohandas, M. D. Vimalapriya, Amit Kumar Tyagi
Autonomous face mask detection using single shot multibox detector, and ResNet-50 with identity retrieval through face matching using deep siamese neural network. J. Ambient Intell. Humaniz. Comput. 14 (8) (2023)
Gillala Rekha, Anand Kumar Mishra, Amit Kumar Tyagi
An Improved Oversampling Algorithms based on Informative Sample Selection Strategy Solving Imbalance. IC3 (2023)
Amit Kumar Tyagi, Sathian Dananjayan, Deepshikha Agarwal, Hasmath Farhana Thariq Ahmed
Blockchain - Internet of Things Applications: Opportunities and Challenges for Industry 4.0 and Society 5.0. Sensors 23 (2) (2023)
Meghna Manoj Nair, Anand Kumar Mishra, Amit Kumar Tyagi
Fog Computing and Edge Computing: Open Issues, Critical Challenges and the Road Ahead for Future. IC3 (2023)
Amit Kumar Tyagi, Richa
Digital Twin Technology: Opportunities and Challenges for Smart Era's Applications. IC3 (2023)
S. Subasree, N. K. Sakthivel, M. Shobana, Amit Kumar Tyagi
Deep Learning based Improved Generative Adversarial Network for Addressing Class Imbalance Classification Problem in Breast Cancer Dataset. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 31 (3) (2023)
N. K. Sakthivel, S. Subasree, Pachhaiammal Alias Priya M, Amit Kumar Tyagi
Breast lesion identification and categorization using mammography screening based on combined convolutional recursive neural network framework with parameters optimized using multi-objective seagull optimization algorithm. Concurr. Comput. Pract. Exp. 34 (28) (2022)
Atharva Deshmukh, Disha Patil, Amit Kumar Tyagi, Arumugam S. S, Arumugam
Recent Trends on Blockchain for Internet of Things based Applications: Open Issues and Future Trends. IC3 (2022)
Amit Kumar Tyagi, Rohit Bansal, Anshu, Sathian Dananjayan
A Step-To-Step Guide to Write a Quality Research Article. ISDA (4) (2022)
N. K. Sakthivel, S. Subasree, Shaveta Malik, Amit Kumar Tyagi
A Wrapper based feature extraction framework based on AlexNet deep convolutional neural network parameters optimized using gradient-based optimizer for mammogram images. Concurr. Comput. Pract. Exp. 34 (18) (2022)
S. Subasree, N. K. Sakthivel, Khushboo Tripathi, Deepshikha Agarwal, Amit Kumar Tyagi
Combining the advantages of radiomic features based feature extraction and hyper parameters tuned RERNN using LOA for breast cancer classification. Biomed. Signal Process. Control. 72 (Part) (2022)
Akshita Tyagi, Terrance Frederick Fernandez, K. Shantha Kumari, Amit Kumar Tyagi
A Survey on Text Processing Using Deep Learning Techniques. ISDA (1) (2022)
Amit Kumar Tyagi, Meghna Manoj Nair
Preserving Privacy using Distributed Ledger Technology in Intelligent Transportation System. IC3 (2022)
S. Subasree, N. K. Sakthivel, V. R. Balasaraswathi, Amit Kumar Tyagi
Selection of Optimal Thresholds in Multi-Level Thresholding Using Multi-Objective Emperor Penguin Optimization for Precise Segmentation of Mammogram Images. J. Circuits Syst. Comput. 31 (7) (2022)
Amit Kumar Tyagi, S. U. Aswathy
Autonomous Intelligent Vehicles (AIV): Research statements, open issues, challenges and road for future. Int. J. Intell. Networks 2 (2021)
Anova Ajay Pandey, Terrance Frederick Fernandez, Rohit Bansal, Amit Kumar Tyagi
Maintaining Scalability in Blockchain. ISDA (2021)
Dhruv Agrawal, Rohit Bansal, Terrance Frederick Fernandez, Amit Kumar Tyagi
Blockchain Integrated Machine Learning for Training Autonomous Cars. HIS (2021)
Hariket Sukesh Kumar Sheth, Amit Kumar Tyagi
Mobile Cloud Computing: Issues, Applications and Scope in COVID-19. ISDA (2021)
Amit Kumar Tyagi, S. U. Aswathy, G. Aghila, Niladhuri Sreenath
AARIN: Affordable, accurate, reliable and innovative mechanism to protect a medical cyber-physical system using blockchain technology. Int. J. Intell. Networks 2 (2021)
Gillala Rekha, V. Krishna Reddy, Amit Kumar Tyagi
Critical Instances Removal based Under-Sampling (CIRUS): A solution for class imbalance problem. Int. J. Hybrid Intell. Syst. 16 (2) (2020)
Varsha R, Meghna Manoj Nair, Siddharth M. Nair, Amit Kumar Tyagi
Deep learning based Blockchain solution for preserving privacy in future vehicles. Int. J. Hybrid Intell. Syst. 16 (4) (2020)
Gillala Rekha, V. Krishna Reddy, Amit Kumar Tyagi
An Earth mover's distance-based undersampling approach for handling class-imbalanced data. Int. J. Intell. Inf. Database Syst. 13 (2/3/4) (2020)
Shaveta Malik, Archana V. Mire, Amit Kumar Tyagi, Vasudha Arora
A Novel Feature Extractor Based on the Modified Approach of Histogram of Oriented Gradient. ICCSA (6) (2020)
Gillala Rekha, V. Krishna Reddy, Amit Kumar Tyagi
A novel approach for solving skewed classification problem using cluster based ensemble method. Math. Found. Comput. 3 (1) (2020)
Varsha R, Siddharth M. Nair, Amit Kumar Tyagi, S. U. Aswathy, R. RadhaKrishnan
The Future with Advanced Analytics: A Sequential Analysis of the Disruptive Technology's Scope. HIS (2020)
Amit Kumar Tyagi, Shabnam Kumari, Terrance Frederick Fernandez, C. Aravindan
P3 Block: Privacy Preserved, Trusted Smart Parking Allotment for Future Vehicles of Tomorrow. ICCSA (6) (2020)
Shabnam Kumari, V. Vani, Shaveta Malik, Amit Kumar Tyagi, Sravanti Reddy
Analysis of Text Mining Tools in Disease Prediction. HIS (2020)
Amit Kumar Tyagi, Terrance Frederick Fernandez, Shashvi Mishra, Shabnam Kumari
Intelligent Automation Systems at the Core of Industry 4.0. ISDA (2020)
Gillala Rekha, V. Krishna Reddy, Amit Kumar Tyagi
Chaotic Salp Swarm Optimization Using SVM for Class Imbalance Problems. HIS (2019)
K. Sravanthi Reddy, Kavita Agarwal, Amit Kumar Tyagi
Beyond Things: A Systematic Study of Internet of Everything. IBICA (2019)
Gillala Rekha, Amit Kumar Tyagi, V. Krishna Reddy
Solving class imbalance problem using bagging, boosting techniques, with and without using noise filtering method. Int. J. Hybrid Intell. Syst. 15 (2) (2019)
Gillala Rekha, Amit Kumar Tyagi
Cluster-Based Under-Sampling Using Farthest Neighbour Technique for Imbalanced Datasets. IBICA (2019)
Gillala Rekha, Amit Kumar Tyagi, V. Krishna Reddy
A Novel Approach to Solve Class Imbalance Problem Using Noise Filter Method. ISDA (1) (2018)
R. Radha, Amit Kumar Tyagi, K. Kathiravan, G. Staflin Betzy
Precision Crop Protection Using Wireless Sensor Network. ISDA (1) (2018)
Amit Kumar Tyagi, Niladhuri Sreenath
Providing Trust Enabled Services in Vehicular Cloud Computing. ICIA (2016)