Amit Prakash Singh

Orcid: 0000-0002-8675-6903

According to our database1, Amit Prakash Singh authored at least 35 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
modSwish: a new activation function for neural network.
Evol. Intell., August, 2024

Revisiting activation functions: empirical evaluation for image understanding and classification.
Multim. Tools Appl., February, 2024

Plant Disease Detection and Severity Assessment Using Image Processing and Deep Learning Techniques.
SN Comput. Sci., January, 2024

2023
PDS-MCNet: a hybrid framework using MobileNetV2 with SiLU6 activation function and capsule networks for disease severity estimation in plants.
Neural Comput. Appl., September, 2023

Classification of crop leaf diseases using image to image translation with deep-dream.
Multim. Tools Appl., September, 2023

Novel fuzzy clustering-based undersampling framework for class imbalance problem.
Int. J. Syst. Assur. Eng. Manag., June, 2023

Fractional mega trend diffusion function-based feature extraction for plant disease prediction.
Int. J. Mach. Learn. Cybern., January, 2023

A novel framework for image-based plant disease detection using hybrid deep learning approach.
Soft Comput., 2023

A platform independent and forensically sound method to extract WhatsApp data from mobile phones.
Int. J. Electron. Secur. Digit. Forensics, 2023

Multi-Disease Classification in In-Field Coffee Leaves Using Cost-Efficient Ensemble Classifier.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2022
A secure and improved two factor authentication scheme using elliptic curve and bilinear pairing for cyber physical systems.
Multim. Tools Appl., 2022

A hybrid approach for noise reduction-based optimal classifier using genetic algorithm: A case study in plant disease prediction.
Intell. Data Anal., 2022

A Systematic Literature Review of Machine Learning Techniques Deployed in Agriculture: A Case Study of Banana Crop.
IEEE Access, 2022

2021
A Modified Binary Descriptor for Object Detection.
J. Inf. Technol. Res., 2021

Statistical analysis of machine learning techniques for predicting powdery mildew disease in tomato plants.
Int. J. Intell. Eng. Informatics, 2021

Weight and bias initialization routines for Sigmoidal Feedforward Network.
Appl. Intell., 2021

A Novel Hybrid Sampling Algorithm for Solving Class Imbalance Problem in Big Data.
Adv. Data Sci. Adapt. Anal., 2021

Investigate the Impact of Resampling Techniques on Imbalanced Datasets: A Case Study in Plant Disease Prediction.
Proceedings of the IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5, 2021

2020
Impact of Hyperparameter Tuning on Deep Learning Based Estimation of Disease Severity in Grape Plant.
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2020

2019
Benchmarking framework for class imbalance problem using novel sampling approach for big data.
Int. J. Syst. Assur. Eng. Manag., 2019

Impact of reduction in descriptor size on object detection and classification.
Multim. Tools Appl., 2019

Empirical Evaluation of Map Reduce Based Hybrid Approach for Problem of Imbalanced Classification in Big Data.
Int. J. Grid High Perform. Comput., 2019

2018
An empirical evaluation of translational and rotational invariance of descriptors and the classification of flower dataset.
Pattern Anal. Appl., 2018

Fuzzy rule-base optimisation using genetic algorithm for mobile web page adaptation.
Int. J. Inf. Decis. Sci., 2018

Dynamic Routing Using Inter Capsule Routing Protocol between Capsules.
Proceedings of the 20th UKSim-AMSS International Conference on Computer Modelling and Simulation, 2018

Prediction Models for Identification and Diagnosis of Tomato Plant Diseases.
Proceedings of the 2018 International Conference on Advances in Computing, 2018

Recent Advancements in Image-Based Prediction Models for Diagnosis of Plant Diseases.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

2017
Defect and fault detection in combinational circuits: Techniques and analysis.
Proceedings of the 2017 International Conference on Advances in Computing, 2017

A Novel Hybrid Technique for Big Data Classification Using Decision Tree Learning.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2017

2016
An empirical evaluation of local descriptors in object recognition.
Proceedings of the 2016 International Conference on Advances in Computing, 2016

2015
Entropy based content filtering for Mobile Web Page Adaptation.
Proceedings of the Third International Symposium on Women in Computing and Informatics, 2015

A statistically resilient method of weight initialization for SFANN.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

2013
Metrics for Weight Stuck-at-Zero Fault in Sigmoidal FFANNs.
Proceedings of the Seventh UKSim/AMSS European Modelling Symposium, 2013

2010
Metrics for measurement of additive noise to weight in sigmoidal FFANNs.
Proceedings of the 11th International Conference on Control, 2010

Sensitivity Measurement of Neural Hardware: A Simulation Based Study.
Proceedings of the Contemporary Computing - Third International Conference, 2010


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