% csauthors.net - beta - BibTeX bibliography of Aditya Khamparia
@inproceedings{conf/ictcs2/KhampariaRP016,
title = {Blended e-Learning Training (BeLT): Enhancing Railway Station Controller Knowledge.},
year = {2016},
booktitle = {ICTCS},
author = {{Aditya Khamparia} and {Monika Rani} and {Babita Pandey} and {O. P. Vyas 001}}
}
@article{journals/eait/KhampariaP17,
title = {A novel method of case representation and retrieval in CBR for e-learning.},
year = {2017},
journal = {Educ. Inf. Technol.},
author = {{Aditya Khamparia} and {Babita Pandey}}
}
@article{journals/eait/KhampariaP17a,
title = {Comprehensive analysis of semantic web reasoners and tools: a survey.},
year = {2017},
journal = {Educ. Inf. Technol.},
author = {{Aditya Khamparia} and {Babita Pandey}}
}
@inproceedings{conf/icacci/KaurSK18,
title = {Simulation and Deep CNN based architecture for validation of Intelligent automotive functions.},
year = {2018},
booktitle = {ICACCI},
author = {{Parampreet Kaur} and {Rajeev Sobti} and {Aditya Khamparia}},
publisher = {IEEE},
booktitle = {2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018, Bangalore, India, September 19-22, 2018}
}
@article{journals/cee/KhampariaP18,
title = {Effects of visual map embedded approach on students learning performance using Briggs-Myers learning style in word puzzle gaming course.},
year = {2018},
journal = {Comput. Electr. Eng.},
author = {{Aditya Khamparia} and {Babita Pandey}}
}
@article{journals/ijwltt/KhampariaP18,
title = {SVM and PCA Based Learning Feature Classification Approaches for E-Learning System.},
year = {2018},
journal = {Int. J. Web Based Learn. Teach. Technol.},
author = {{Aditya Khamparia} and {Babita Pandey}}
}
@inproceedings{conf/his/KaurSPK19,
title = {Threat-Driven Approach for Security Analysis: A Case Study with a Telemedicine System.},
year = {2019},
booktitle = {HIS},
author = {{Raj Kamal Kaur} and {Lalit Kumar Singh} and {Babita Pandey} and {Aditya Khamparia}},
publisher = {Springer},
booktitle = {Hybrid Intelligent Systems - 19th International Conference on Hybrid Intelligent Systems (HIS 2019) held in Bhopal, India, December 10-12, 2019}
}
@article{journals/access/KhampariaGNKPT19,
title = {Sound Classification Using Convolutional Neural Network and Tensor Deep Stacking Network.},
year = {2019},
journal = {IEEE Access},
author = {{Aditya Khamparia} and {Deepak Gupta 002} and {Gia Nhu Nguyen} and {Ashish Khanna} and {Babita Pandey} and {Prayag Tiwari}}
}
@article{journals/access/KhampariaNPGRKT19,
title = {Investigating the Importance of Psychological and Environmental Factors for Improving Learner's Performance Using Hidden Markov Model.},
year = {2019},
journal = {IEEE Access},
author = {{Aditya Khamparia} and {Gia Nhu Nguyen} and {Babita Pandey} and {Deepak Gupta 002} and {Joel J. P. C. Rodrigues} and {Ashish Khanna} and {Prayag Tiwari}}
}
@article{journals/es/KhampariaS19,
title = {A systematic review on deep learning architectures and applications.},
year = {2019},
journal = {Expert Syst. J. Knowl. Eng.},
author = {{Aditya Khamparia} and {Karan Mehtab Singh}}
}
@article{journals/eswa/PandeyBKP19,
title = {A comprehensive survey of edge prediction in social networks: Techniques, parameters and challenges.},
year = {2019},
journal = {Expert Syst. Appl.},
author = {{Babita Pandey} and {Praveen Kumar Bhanodia} and {Aditya Khamparia} and {Devendra Kumar Pandey}}
}
@article{journals/informaticaSI/TiwariPKK19,
title = {Twitter-based Opinion Mining for Flight Service utilizing Machine Learning.},
year = {2019},
journal = {Informatica (Slovenia)},
author = {{Prayag Tiwari} and {Hari Mohan Pandey} and {Aditya Khamparia} and {Sachin Kumar 001}}
}
@article{journals/scpe/LuhachKSK19,
title = {Honey Bee Optimization based Sink Mobility Aware Heterogeneous Protocol for Wireless Sensor Network.},
year = {2019},
journal = {Scalable Comput. Pract. Exp.},
author = {{Ashish Kumar Luhach} and {Aditya Khamparia} and {Ravindra Sihag} and {Raj Kumar}}
}
@article{journals/access/AliKKGKKA20,
title = {Security Challenges and Cyber Forensic Ecosystem in IoT Driven BYOD Environment.},
year = {2020},
journal = {IEEE Access},
author = {{Md Iman Ali} and {Sukhkirandeep Kaur} and {Aditya Khamparia} and {Deepak Gupta 002} and {Sachin Kumar 001} and {Ashish Khanna} and {Fadi Al-Turjman 001}}
}
@article{journals/cii/KhampariaPPGKA20,
title = {Comparison of RSM, ANN and Fuzzy Logic for extraction of Oleonolic Acid from Ocimum sanctum.},
year = {2020},
journal = {Comput. Ind.},
author = {{Aditya Khamparia} and {Babita Pandey} and {Devendra Kumar Pandey} and {Deepak Gupta 002} and {Ashish Khanna} and {Victor Hugo C. de Albuquerque}}
}
@article{journals/cssp/KhampariaPTGKR20,
title = {An Integrated Hybrid CNN-RNN Model for Visual Description and Generation of Captions.},
year = {2020},
journal = {Circuits Syst. Signal Process.},
author = {{Aditya Khamparia} and {Babita Pandey} and {Shrasti Tiwari} and {Deepak Gupta 002} and {Ashish Khanna} and {Joel J. P. C. Rodrigues}}
}
@article{journals/cssp/KhampariaSGKTA20,
title = {Seasonal Crops Disease Prediction and Classification Using Deep Convolutional Encoder Network.},
year = {2020},
journal = {Circuits Syst. Signal Process.},
author = {{Aditya Khamparia} and {Gurinder Saini} and {Deepak Gupta 002} and {Ashish Khanna} and {Shrasti Tiwari} and {Victor Hugo C. de Albuquerque}}
}
@article{journals/eait/KhampariaP20,
title = {Association of learning styles with different e-learning problems: a systematic review and classification.},
year = {2020},
journal = {Educ. Inf. Technol.},
author = {{Aditya Khamparia} and {Babita Pandey}}
}
@article{journals/eait/KhampariaPM20,
title = {Effects of microworld game-based approach on neuromuscular disabled students learning performance in elementary basic science courses.},
year = {2020},
journal = {Educ. Inf. Technol.},
author = {{Aditya Khamparia} and {Babita Pandey} and {Brijendra Pratap Mishra}}
}
@article{journals/ijdats/KhampariaP20,
title = {A novel integrated principal component analysis and support vector machines-based diagnostic system for detection of chronic kidney disease.},
year = {2020},
journal = {Int. J. Data Anal. Tech. Strateg.},
author = {{Aditya Khamparia} and {Babita Pandey}}
}
@article{journals/ijhisi/KaurKKA20,
title = {An Improved and Adaptive Approach in ANFIS to Predict Knee Diseases.},
year = {2020},
journal = {Int. J. Heal. Inf. Syst. Informatics},
author = {{Ranjit Kaur} and {Kamaldeep Kaur} and {Aditya Khamparia} and {Divya Anand}}
}
@article{journals/ijiids/KhampariaSLG20,
title = {Classification and analysis of users review using different classification techniques in intelligent e-learning system.},
year = {2020},
journal = {Int. J. Intell. Inf. Database Syst.},
author = {{Aditya Khamparia} and {Sanjay Kumar Singh} and {Ashish Kumar Luhach} and {Xiao-Zhi Gao 001}}
}
@article{journals/lht/KhampariaPGKS20,
title = {Multi-level framework for anomaly detection in social networking.},
year = {2020},
journal = {Libr. Hi Tech},
author = {{Aditya Khamparia} and {Sagar Pande} and {Deepak Gupta 002} and {Ashish Khanna} and {Arun Kumar Sangaiah}}
}
@article{journals/mta/KhampariaSPT0K20,
title = {KDSAE: Chronic kidney disease classification with multimedia data learning using deep stacked autoencoder network.},
year = {2020},
journal = {Multim. Tools Appl.},
author = {{Aditya Khamparia} and {Gurinder Saini} and {Babita Pandey} and {Shrasti Tiwari} and {Deepak Gupta 002} and {Ashish Khanna}}
}
@article{journals/nca/KhampariaSAGKNT20,
title = {A novel deep learning-based multi-model ensemble method for the prediction of neuromuscular disorders.},
year = {2020},
journal = {Neural Comput. Appl.},
author = {{Aditya Khamparia} and {Aman Singh} and {Divya Anand} and {Deepak Gupta 002} and {Ashish Khanna} and {Arunkumar N.} and {Joseph Tan}}
}
@article{journals/suscom/KhampariaSLPP20,
title = {Classification and Identification of Primitive Kharif Crops using Supervised Deep Convolutional Networks.},
year = {2020},
journal = {Sustain. Comput. Informatics Syst.},
author = {{Aditya Khamparia} and {Aman Singh} and {Ashish Kumar Luhach} and {Babita Pandey} and {Devendra Kumar Pandey}}
}
@article{journals/suscom/SinghK20,
title = {A hybrid whale optimization-differential evolution and genetic algorithm based approach to solve unit commitment scheduling problem: WODEGA.},
year = {2020},
journal = {Sustain. Comput. Informatics Syst.},
author = {{Amritpal Singh} and {Aditya Khamparia}}
}
@article{journals/tjs/KhampariaGASJ20,
title = {Internet of health things-driven deep learning system for detection and classification of cervical cells using transfer learning.},
year = {2020},
journal = {J. Supercomput.},
author = {{Aditya Khamparia} and {Deepak Gupta 002} and {Victor Hugo C. de Albuquerque} and {Arun Kumar Sangaiah} and {Rutvij H. Jhaveri}}
}
@article{journals/tomccap/AgrawalASGKK20,
title = {Hybrid Wolf-Bat Algorithm for Optimization of Connection Weights in Multi-layer Perceptron.},
year = {2020},
journal = {ACM Trans. Multim. Comput. Commun. Appl.},
author = {{Utkarsh Agrawal} and {Jatin Arora 007} and {Rahul Singh} and {Deepak Gupta 002} and {Ashish Khanna} and {Aditya Khamparia}}
}
@article{journals/ci/BhanodiaKP21,
title = {Supervised shift k-means based machine learning approach for link prediction using inherent structural properties of large online social network.},
year = {2021},
journal = {Comput. Intell.},
author = {{Praveen Kumar Bhanodia} and {Aditya Khamparia} and {Babita Pandey}}
}
@article{journals/cin/BhartiKSDPS21,
title = {Prediction of Heart Disease Using a Combination of Machine Learning and Deep Learning.},
year = {2021},
journal = {Comput. Intell. Neurosci.},
author = {{Rohit Bharti} and {Aditya Khamparia} and {Mohammad Shabaz} and {Gaurav Dhiman} and {Sagar Pande} and {Parneet Singh}}
}
@article{journals/cogsr/KaurMKRGK21,
title = {Heterogeneous load balancing clustering protocol for Wireless Sensor Networks.},
year = {2021},
journal = {Cogn. Syst. Res.},
author = {{Sukhkirandeep Kaur} and {Roohie Naaz Mir} and {Aditya Khamparia} and {Poonam Rani} and {Deepak Gupta 002} and {Ashish Khanna}}
}
@article{journals/es/SinghMANPK21,
title = {An intelligent hybrid approach for hepatitis disease diagnosis: Combining enhanced k-means clustering and improved ensemble learning.},
year = {2021},
journal = {Expert Syst. J. Knowl. Eng.},
author = {{Aman Singh} and {Jaydip Chandrakant Mehta} and {Divya Anand} and {Pinku Nath} and {Babita Pandey} and {Aditya Khamparia}}
}
@article{journals/ett/KhampariaSRSKB21,
title = {An internet of health things-driven deep learning framework for detection and classification of skin cancer using transfer learning.},
year = {2021},
journal = {Trans. Emerg. Telecommun. Technol.},
author = {{Aditya Khamparia} and {Prakash Kumar Singh} and {Poonam Rani} and {Debabrata Samanta} and {Ashish Khanna} and {Bharat Bhushan}}
}
@article{journals/idt/KankshaBPMK21,
title = {An intelligent unsupervised technique for fraud detection in health care systems.},
year = {2021},
journal = {Intell. Decis. Technol.},
author = {{Kanksha} and {Aman Bhaskar} and {Sagar Pande} and {Rahul Malik} and {Aditya Khamparia}}
}
@article{journals/ijcat/ChauhanSGKK21,
title = {Analysis of COVID-19 pandemic and forecasting using machine learning models.},
year = {2021},
journal = {Int. J. Comput. Appl. Technol.},
author = {{Ekansh Chauhan} and {Manpreet Sirswal} and {Deepak Gupta 002} and {Ashish Khanna} and {Aditya Khamparia}}
}
@article{journals/ijcat/ThanhTEKP21,
title = {Dermoscopic image segmentation method based on convolutional neural networks.},
year = {2021},
journal = {Int. J. Comput. Appl. Technol.},
author = {{Dang Ngoc Hoang Thanh} and {Le Thi Thanh} and {Ugur Erkan} and {Aditya Khamparia} and {V. B. Surya Prasath}}
}
@article{journals/mssp/KhampariaBPGKPT21,
title = {Diagnosis of breast cancer based on modern mammography using hybrid transfer learning.},
year = {2021},
journal = {Multidimens. Syst. Signal Process.},
author = {{Aditya Khamparia} and {Subrato Bharati} and {Prajoy Podder} and {Deepak Gupta 002} and {Ashish Khanna} and {Thai Kim Phung} and {Dang N. H. Thanh}}
}
@article{journals/mta/KhampariaGRA21,
title = {DCAVN: Cervical cancer prediction and classification using deep convolutional and variational autoencoder network.},
year = {2021},
journal = {Multim. Tools Appl.},
author = {{Aditya Khamparia} and {Deepak Gupta 002} and {Joel J. P. C. Rodrigues} and {Victor Hugo C. de Albuquerque}}
}
@article{journals/wicomm/SanoberAPARSKS21,
title = {An Enhanced Secure Deep Learning Algorithm for Fraud Detection in Wireless Communication.},
year = {2021},
journal = {Wirel. Commun. Mob. Comput.},
author = {{Sumaya Sanober} and {Izhar Alam} and {Sagar Pande} and {Farrukh Arslan} and {Kantilal Pitambar Rane} and {Bhupesh Kumar Singh} and {Aditya Khamparia} and {Mohammad Shabaz}}
}
@article{journals/winet/BhushanSSK21,
title = {Unification of Blockchain and Internet of Things (BIoT): requirements, working model, challenges and future directions.},
year = {2021},
journal = {Wirel. Networks},
author = {{Bharat Bhushan} and {Chinmayee Sahoo} and {Preeti Sinha} and {Aditya Khamparia}}
}
@inproceedings{conf/wces/SinghK22,
title = {Analyzing Real Time Stock Market Data using Apache Flink.},
year = {2022},
booktitle = {WCES},
author = {{Amritpal Singh} and {Aditya Khamparia}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the Workshop on Control and Embedded Systems (WCES 2022) Co-located with TOOTILL 100 - International Conference on Computing Sciences (ICCS 2022), Chennai, India, April 22 - 24, 2022 (Later changed to Online due to COVID-19 Pandemic).}
}
@article{journals/es/YadavAKPTP22,
title = {HSV model-based segmentation driven facial acne detection using deep learning.},
year = {2022},
journal = {Expert Syst. J. Knowl. Eng.},
author = {{Neha Yadav} and {Sk Md Alfayeed} and {Aditya Khamparia} and {Babita Pandey} and {Dang N. H. Thanh} and {Sagar Pande}}
}
@article{journals/ijaip/KhampariaP22,
title = {Performance index assessment of intelligent computing methods in e-learning systems.},
year = {2022},
journal = {Int. J. Adv. Intell. Paradigms},
author = {{Aditya Khamparia} and {Babita Pandey}}
}
@article{journals/mms/AzadBSSSK22,
title = {Prediction model using SMOTE, genetic algorithm and decision tree (PMSGD) for classification of diabetes mellitus.},
year = {2022},
journal = {Multim. Syst.},
author = {{Chandrashekhar Azad} and {Bharat Bhushan} and {Rohit Sharma} and {Achyut Shankar} and {Krishna Kant Singh} and {Aditya Khamparia}}
}
@article{journals/wpc/KhannaRGSK22,
title = {An Enhanced Crow Search Inspired Feature Selection Technique for Intrusion Detection Based Wireless Network System.},
year = {2022},
journal = {Wirel. Pers. Commun.},
author = {{Ashish Khanna} and {Poonam Rani} and {Puneet Garg} and {Prakash Kumar Singh} and {Aditya Khamparia}}
}
@article{journals/wpc/KhannaRGSK22a,
title = {Correction to: An Enhanced Crow Search Inspired Feature Selection Technique for Intrusion Detection Based Wireless Network System.},
year = {2022},
journal = {Wirel. Pers. Commun.},
author = {{Ashish Khanna} and {Poonam Rani} and {Puneet Garg} and {Prakash Kumar Singh} and {Aditya Khamparia}}
}
@inproceedings{conf/ukci/BhanodiaKPPS23,
title = {Probability Approximation Based Link Prediction Method for Online Social Network.},
year = {2023},
booktitle = {UKCI},
author = {{Praveen Kumar Bhanodia} and {Aditya Khamparia} and {Shaligram Prajapat} and {Babita Pandey} and {Kamal Kumar Sethi}},
publisher = {Springer},
booktitle = {Advances in Computational Intelligence Systems - Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6-8, 2023, Birmingham, UK}
}
@article{journals/aghcs/PandeK23,
title = {Explainable Deep Neural Network based Analysis on Intrusion Detection Systems.},
year = {2023},
journal = {Comput. Sci.},
author = {{Sagar Pande} and {Aditya Khamparia}}
}
@article{journals/jaihc/PandeKG23,
title = {Feature selection and comparison of classification algorithms for wireless sensor networks.},
year = {2023},
month = {March},
journal = {J. Ambient Intell. Humaniz. Comput.},
author = {{Sagar Pande} and {Aditya Khamparia} and {Deepak Gupta 002}}
}
@article{journals/es/KhampariaPAP23,
title = {An intelligent IoMT enabled feature extraction method for early detection of knee arthritis.},
year = {2023},
month = {May},
journal = {Expert Syst. J. Knowl. Eng.},
author = {{Aditya Khamparia} and {Babita Pandey} and {Fadi M. Al-Turjman} and {Prajoy Podder}}
}
@article{journals/nca/MadhavanKGPTH23,
title = {Res-CovNet: an internet of medical health things driven COVID-19 framework using transfer learning.},
year = {2023},
month = {July},
journal = {Neural Comput. Appl.},
author = {{Mangena Venu Madhavan} and {Aditya Khamparia} and {Deepak Gupta 002} and {Sagar Pande} and {Prayag Tiwari} and {M. Shamim Hossain}}
}