Amit Prakash Singh

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 31

Top Topics

Class Imbalance

Empirical Evaluation

Top Venues

Multim. Tools Appl.

Int. J. Syst. Assur. Eng. Manag.

J. Inf. Technol. Res.

Publications

Shradha Verma, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
Plant Disease Detection and Severity Assessment Using Image Processing and Deep Learning Techniques. SN Comput. Sci. 5 (1) (2024)
Heena Kalim, Anuradha Chug, Amit Prakash Singh
modSwish: a new activation function for neural network. Evol. Intell. 17 (4) (2024)
Shradha Verma, Anuradha Chug, Amit Prakash Singh
Revisiting activation functions: empirical evaluation for image understanding and classification. Multim. Tools Appl. 83 (6) (2024)
Aritro Sengupta, Amit Prakash Singh, B. M. Vinjit
A platform independent and forensically sound method to extract WhatsApp data from mobile phones. Int. J. Electron. Secur. Digit. Forensics 15 (3) (2023)
Priyanka Sahu, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
Classification of crop leaf diseases using image to image translation with deep-dream. Multim. Tools Appl. 82 (23) (2023)
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
Fractional mega trend diffusion function-based feature extraction for plant disease prediction. Int. J. Mach. Learn. Cybern. 14 (1) (2023)
Anuradha Chug, Anshul Bhatia, Amit Prakash Singh, Dinesh Singh
A novel framework for image-based plant disease detection using hybrid deep learning approach. Soft Comput. 27 (18) (2023)
Shradha Verma, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
PDS-MCNet: a hybrid framework using MobileNetV2 with SiLU6 activation function and capsule networks for disease severity estimation in plants. Neural Comput. Appl. 35 (25) (2023)
Ayushi Gupta, Anuradha Chug, Amit Prakash Singh
Multi-Disease Classification in In-Field Coffee Leaves Using Cost-Efficient Ensemble Classifier. ICCCNT (2023)
Vibha Pratap, Amit Prakash Singh
Novel fuzzy clustering-based undersampling framework for class imbalance problem. Int. J. Syst. Assur. Eng. Manag. 14 (3) (2023)
Aritro Sengupta, Amit Prakash Singh, Pankaj Kumar, Tapobrata Dhar
A secure and improved two factor authentication scheme using elliptic curve and bilinear pairing for cyber physical systems. Multim. Tools Appl. 81 (16) (2022)
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction. Intell. Data Anal. 26 (4) (2022)
Raj Kumar, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
A Systematic Analysis of Machine Learning and Deep Learning Based Approaches for Plant Leaf Disease Classification: A Review. J. Sensors 2022 (2022)
Amit Prakash Singh, Priyanka Sahu, Anuradha Chug, Dinesh Singh
A Systematic Literature Review of Machine Learning Techniques Deployed in Agriculture: A Case Study of Banana Crop. IEEE Access 10 (2022)
Khyati Ahlawat, Anuradha Chug, Amit Prakash Singh
A Novel Hybrid Sampling Algorithm for Solving Class Imbalance Problem in Big Data. Adv. Data Sci. Adapt. Anal. 13 (2) (2021)
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh, Dinesh Singh
Investigate the Impact of Resampling Techniques on Imbalanced Datasets: A Case Study in Plant Disease Prediction. IC3 (2021)
Ritu Rani, Ravinder Kumar, Amit Prakash Singh
A Modified Binary Descriptor for Object Detection. J. Inf. Technol. Res. 14 (1) (2021)
Anshul Bhatia, Anuradha Chug, Amit Prakash Singh
Statistical analysis of machine learning techniques for predicting powdery mildew disease in tomato plants. Int. J. Intell. Eng. Informatics 9 (1) (2021)
Apeksha Mittal, Amit Prakash Singh, Pravin Chandra
Weight and bias initialization routines for Sigmoidal Feedforward Network. Appl. Intell. 51 (4) (2021)
Shradha Verma, Anuradha Chug, Amit Prakash Singh
Impact of Hyperparameter Tuning on Deep Learning Based Estimation of Disease Severity in Grape Plant. SCDM (2020)
Khyati Ahlawat, Anuradha Chug, Amit Prakash Singh
Benchmarking framework for class imbalance problem using novel sampling approach for big data. Int. J. Syst. Assur. Eng. Manag. 10 (4) (2019)
Ritu Rani, Amit Prakash Singh, Ravinder Kumar
Impact of reduction in descriptor size on object detection and classification. Multim. Tools Appl. 78 (7) (2019)
Khyati Ahlawat, Anuradha Chug, Amit Prakash Singh
Empirical Evaluation of Map Reduce Based Hybrid Approach for Problem of Imbalanced Classification in Big Data. Int. J. Grid High Perform. Comput. 11 (3) (2019)
Neetu Narwal, Sanjay Kumar Sharma, Amit Prakash Singh
Fuzzy rule-base optimisation using genetic algorithm for mobile web page adaptation. Int. J. Inf. Decis. Sci. 10 (4) (2018)
Shradha Verma, Anuradha Chug, Amit Prakash Singh
Prediction Models for Identification and Diagnosis of Tomato Plant Diseases. ICACCI (2018)
Sanjib Kumar Sahu, Pankaj Kumar, Amit Prakash Singh
Dynamic Routing Using Inter Capsule Routing Protocol between Capsules. UKSim (2018)
Shradha Verma, Anuradha Chug, Amit Prakash Singh
Recent Advancements in Image-Based Prediction Models for Diagnosis of Plant Diseases. CVIP (1) (2018)
Ritu Rani, Ravinder Kumar, Amit Prakash Singh
An empirical evaluation of translational and rotational invariance of descriptors and the classification of flower dataset. Pattern Anal. Appl. 21 (1) (2018)
Namita Arya, Amit Prakash Singh
Defect and fault detection in combinational circuits: Techniques and analysis. ICACCI (2017)
Khyati Ahlawat, Amit Prakash Singh
A Novel Hybrid Technique for Big Data Classification Using Decision Tree Learning. CICBA (1) (2017)
Ritu Rani, Ravinder Kumar, Amit Prakash Singh
An empirical evaluation of local descriptors in object recognition. ICACCI (2016)
Apeksha Mittal, Pravin Chandra, Amit Prakash Singh
A statistically resilient method of weight initialization for SFANN. ICACCI (2015)
Neetu Narwal, Sanjay Kumar Sharma, Amit Prakash Singh
Entropy based content filtering for Mobile Web Page Adaptation. WCI (2015)
Amit Prakash Singh, Sartaj Singh Sodhi, Pravin Chandra, Chandra Shekhar Rai
Metrics for Weight Stuck-at-Zero Fault in Sigmoidal FFANNs. EMS (2013)
Amit Prakash Singh, Pravin Chandra, Chandra Shekhar Rai
Sensitivity Measurement of Neural Hardware: A Simulation Based Study. IC3 (2) (2010)
Amit Prakash Singh, Chandra Shekhar Rai, Pravin Chandra
Metrics for measurement of additive noise to weight in sigmoidal FFANNs. ICARCV (2010)