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Journal Articles
- 2024
[j21]Heena Kalim
, Anuradha Chug, Amit Prakash Singh:
modSwish: a new activation function for neural network. Evol. Intell. 17(4): 2637-2647 (2024)- [j20]Shradha Verma, Anuradha Chug, Amit Prakash Singh:
Revisiting activation functions: empirical evaluation for image understanding and classification. Multim. Tools Appl. 83(6): 18497-18536 (2024) - [j19]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): 83 (2024) - 2023
- [j18]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): 259-280 (2023) - [j17]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): 187-212 (2023) - [j16]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): 35585-35619 (2023) - [j15]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): 18641-18664 (2023) - [j14]Vibha Pratap, Amit Prakash Singh:
Novel fuzzy clustering-based undersampling framework for class imbalance problem. Int. J. Syst. Assur. Eng. Manag. 14(3): 967-976 (2023) - [j13]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): 13613-13638 (2023) - 2022
- [j12]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: 87333-87360 (2022) - [j11]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): 1023-1049 (2022) - [j10]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): 22425-22448 (2022) - 2021
- [j9]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): 2150005:1-2150005:18 (2021) - [j8]Apeksha Mittal, Amit Prakash Singh, Pravin Chandra:
Weight and bias initialization routines for Sigmoidal Feedforward Network. Appl. Intell. 51(4): 2651-2671 (2021) - [j7]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): 24-58 (2021) - [j6]Ritu Rani, Ravinder Kumar, Amit Prakash Singh:
A Modified Binary Descriptor for Object Detection. J. Inf. Technol. Res. 14(1): 20-36 (2021) - 2019
- [j5]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): 23-45 (2019) - [j4]Ritu Rani, Amit Prakash Singh, Ravinder Kumar:
Impact of reduction in descriptor size on object detection and classification. Multim. Tools Appl. 78(7): 8965-8979 (2019) - [j3]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): 824-835 (2019) - 2018
- [j2]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): 345-364 (2018) - [j1]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): 1-18 (2018)
Conference and Workshop Papers
- 2023
- [c14]Ayushi Gupta, Anuradha Chug, Amit Prakash Singh:
Multi-Disease Classification in In-Field Coffee Leaves Using Cost-Efficient Ensemble Classifier. ICCCNT 2023: 1-7 - 2021
- [c13]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: 278-285 - 2020
- [c12]Shradha Verma, Anuradha Chug, Amit Prakash Singh:
Impact of Hyperparameter Tuning on Deep Learning Based Estimation of Disease Severity in Grape Plant. SCDM 2020: 161-171 - 2018
- [c11]Shradha Verma, Anuradha Chug, Amit Prakash Singh:
Recent Advancements in Image-Based Prediction Models for Diagnosis of Plant Diseases. CVIP (1) 2018: 365-377 - [c10]Shradha Verma, Anuradha Chug, Amit Prakash Singh:
Prediction Models for Identification and Diagnosis of Tomato Plant Diseases. ICACCI 2018: 1557-1563 - [c9]Sanjib Kumar Sahu, Pankaj Kumar, Amit Prakash Singh:
Dynamic Routing Using Inter Capsule Routing Protocol between Capsules. UKSim 2018: 1-5 - 2017
- [c8]Khyati Ahlawat, Amit Prakash Singh:
A Novel Hybrid Technique for Big Data Classification Using Decision Tree Learning. CICBA (1) 2017: 118-128 - [c7]Namita Arya, Amit Prakash Singh:
Defect and fault detection in combinational circuits: Techniques and analysis. ICACCI 2017: 332-337 - 2016
- [c6]Ritu Rani, Ravinder Kumar, Amit Prakash Singh:
An empirical evaluation of local descriptors in object recognition. ICACCI 2016: 1517-1521 - 2015
- [c5]Apeksha Mittal, Pravin Chandra, Amit Prakash Singh:
A statistically resilient method of weight initialization for SFANN. ICACCI 2015: 1371-1376 - [c4]Neetu Narwal, Sanjay Kumar Sharma, Amit Prakash Singh:
Entropy based content filtering for Mobile Web Page Adaptation. WCI 2015: 588-594 - 2013
- [c3]Amit Prakash Singh, Sartaj Singh Sodhi, Pravin Chandra, Chandra Shekhar Rai:
Metrics for Weight Stuck-at-Zero Fault in Sigmoidal FFANNs. EMS 2013: 61-66 - 2010
- [c2]Amit Prakash Singh, Pravin Chandra, Chandra Shekhar Rai:
Sensitivity Measurement of Neural Hardware: A Simulation Based Study. IC3 (2) 2010: 131-141 - [c1]Amit Prakash Singh, Chandra Shekhar Rai, Pravin Chandra:
Metrics for measurement of additive noise to weight in sigmoidal FFANNs. ICARCV 2010: 2197-2201
Coauthor Index
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last updated on 2024-10-07 22:14 CEST by the dblp team
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