Sheelesh Kumar Sharma, Vikas Chaudhary, Moolchand Sharma*, Tarik A. Rashid* " Early Detection of Heart Disease Using Machine Learning: Insights from SVM and Random Forest Classification" in Innovations in Systems and Software Engineering Journal- (Communicated)
Kshitiz gaur; Akanksha Kochhar; Gargi Mishra; Nitya Mahajan; Moolchand Sharma; Shreya Singh; Vidit Garg "Automated Classification of Acute Lymphoblastic Leukemia in Blood Smear Images Using Transfer-Learned ResNet-50" in SN Computer Science, Springer Nature ( Communicated).
Mahmood Y. Hamza; Hussein M. Ali; Aso M. Aladdin; Tarik A. Rashid; Laith Abualigah; Moolchand Sharma; Nebojsa Bacanin; Aseel Smerat; Yasir Hashim; Janmenjoy Nayak " A MapReduce Approach for Detection and Processing Profanity in Kurdish Language" in Multimedia Tools and Applications, Springer (Communicated)
Sachin Kumar, Vikas Chaudhary, Moolchand Sharma, Nebojsa Bacanin, Milica Djurić Jovičić, Boško Nikolić "Multi-Objective Portfolio Optimization Using Deep Reinforcement Learning and Tree-Structured Parzen Estimators" in PLOS Journal- SCI Indexed (Communicated)
Aryan Bhatia, Moolchand Sharma, Eatedal Alabdulkreem, Nuha Alruwais, Muhammad Kashif Saeed, Abdulsamad Ebrahim Yahya, Optimized differential evolution and hybrid deep learning for superior drug-target binding affinity prediction, Alexandria Engineering Journal,Volume 106,2024,Pages 721-734,ISSN 1110-0168,https://doi.org/10.1016/j.aej.2024.08.074 (https://www.sciencedirect.com/science/article/pii/S1110016824009621)
Sharma, M., Bhatia, A., Akhil, Dutta, A. K., & Alsubai, S. (2024). Optimizing hybrid deep learning models for drug-target interaction prediction: A comparative analysis of evolutionary algorithms. Expert Systems, e13683. https://doi.org/10.1111/exsy.13683 (SCI-Indexed)
Quasar, S.R., Sharma, R., Mittal, A. , Sharma, M. et al. Ensemble methods for computed tomography scan images to improve lung cancer detection and classification. Multimed Tools Appl (2023). https://doi.org/10.1007/s11042-023-17616-8 (SCI-Indexed)
Hussein Ali Rasool, Firas Aldolaimy, Forat Falih Hasan, Ali H. Alsalamy, Munqith Saleem, Ahmed Hussein Alkhayyat, and Moolchand Sharma. 2023. Evolutionary Algorithm with Graph Neural Network Driven Cyberbullying Detection on Low Resource Asian Languages. ACM Trans. Asian Low-Resour. Lang. Inf. Process. Just Accepted (July 2023). https://doi.org/10.1145/3609799 (SCI-Indexed)
Sharma, Moolchand and Deswal, Suman. ‘Bio-inspired Algorithm-based Hyperparameter Tuning for Drug-target Binding Affinity Prediction in Healthcare’. 1 Jan. 2023 : 1455 – 1474. (ESCI Indexed)
Sharma, M. and Deswal, S. (2022) ‘Evolutionary algorithms and artificial intelligence in drug discovery: opportunities, tools, and prospects’, Int. J. Networking and Virtual Organisations, Vol. 27, No. 4, pp.267–297., DOI: https://doi.org/10.1504/ijnvo.2022.130941 (SCOPUS INDEXED).
Sharma, M., & Deswal, S. (2022). Drugs–Protein affinity-score prediction using deep convolutional neural network. Expert Systems, e13154. https://doi.org/10.1111/exsy.1315412 (SCI Indexed)
Vinodhini Mani, Mangesh M. Ghonge, Nosina Krishna Chaitanya, Om Pal, Moolchand Sharma*, Senthilkumar Mohan, Ali Ahmadian "A new blockchain and fog computing model for blood pressure medical sensor data storage" Computers and Electrical Engineering,Volume 102,2022,108202,ISSN 0045-7906,https://doi.org/10.1016/j.compeleceng.2022.108202. (ELSEVIER, SCI- 4.1)
Abhisht Joshi, Pranay Saggar,Rajat Jain, Moolchand Sharma*, Deepak Gupta, Ashish Khanna "CatBoost- An Ensemble Machine Learning Model for Prediction and Classification of Student Academic Performance" in Advances in Data Science and Adaptive Analysis -A world Scientific Journal, October 2021, DOI : 10.1142/S2424922X21410023
Sharma, Moolchand & Gunwant, Harsh & Saggar, Pranay & Gupta, Luv & Gupta, Deepak. (2022). EfficientNet-B0 Model for Face Mask Detection Based on Social Information Retrieval. International Journal of Information System Modeling and Design. 13. 1-15. 10.4018/IJISMD.313444.
Moolchand Sharma, Shubbham Gupta, Himanshu Aggarwal, Tarun Aggarwal, DEEPAK GUPTA, Ashish Khanna” QUANTUM GREY WOLF OPTIMIZATION AND EVOLUTIONARY ALGORITHMS FOR DIAGNOSIS OF ALZHEIMER'S DISEASE” in International Journal of Modelling, Identification, and Control- IJMIC, November 14, 2022, pp 53-67 , DOI : 10.1504/IJMIC.2022.127097
Sharma, Prerna, Sharma, Moolchand , Gupta, Divij , Mittal, Nimisha “DETECTION OF WHITE BLOOD CELLS USING OPTIMIZED qGWO” in Intelligent Decision Technologies, vol. 15, no. 1, pp. 141-149, 2021, DOI: 10.3233/IDT-200055 - (SCOPUS).
Moolchand Sharma, Utkarsh Agrawal, Ananya Bansal, Pramod Goyal ( September, 2021) “DISTRACTED DRIVER RECOGNITION SYSTEM USING DEEP FOREST” in International Journal of Electronic Business, Vol. 16, No. 4, PP. 336-351, DOI : 10.1504/IJEB.2021.118490
Goel, N., Grover, B., Anuj, Gupta, D., Khanna, A., & Sharma, M. (2020). Modified Grasshopper Optimization Algorithm for detection of Autism Spectrum Disorder. Physical Communication, 41, 101115. Doi:10.1016/j.phycom.2020.101115 (SCI-1.4)
Moolchand Sharma, Prerna Sharma, Manish Kumar Jha , Rohan Singh “MOTION TRANSFER IN VIDEOS USING DCGAN” in Innovative Computing and Communication – An International Journal, Volume 2,Issue 1,AUGUST 2020, pp. 17-24,http://doi.org/10.5281/zenodo.4743820
Sharma, M., Choudhary, V., Bhatia, R. S., Malik, S., Raina, A., & Khandelwal, H. (2020). Leveraging the power of quantum computing for breaking RSA encryption. Cyber-Physical Systems, 1–20. Doi:10.1080/23335777.2020.1811384 (ESCI,SCOPUS)
Moolchand Sharma, Shubbham Gupta, Suman Deswal “Modified Bio-Inspired Algorithms for Diagnosis of Breast Cancer Using Aggregation” in International Journal of Innovative Computing and Applications (IJICA), Vol. 12, No. 1, 2021, DOI : 10.1504/IJICA.2021.113615 (ESCI, SCOPUS)
Sharma, M., Jain, B., Kargeti, C., Gupta, V., & Gupta, D. (2020). Detection and Diagnosis of Skin Diseases Using Residual Neural Networks (Resnet). International Journal of Image and Graphics. doi:10.1142/s0219467821400027 (ESCI)
Moolchand Sharma, Shubbham Gupta, Suman Deswal “Black Hole Detection and Prevention in AODV Protocol Using Modified Cuckoo Search Algorithm” in Innovative Computing and Communication – An International Journal, Volume 1,Issue 1,July 2019,http://doi.org/10.5281/zenodo.4743563.
Sharma, M., Gupta, S., Sharma, P., & Gupta, D. (2019). Bio-inspired algorithms for diagnosis of breast cancer. International Journal of Innovative Computing and Applications, 10(3/4), 164. Doi:10.1504/ijica.2019.103380 (SCOPUS).
Sharma, P., Jain, R., Sharma, M., & Gupta, D. (2019). Parkinson’s diagnosis using ant-lion optimisation algorithm. International Journal of Innovative Computing and Applications, 10(3/4), 138. doi:10.1504/ijica.2019.103370 (SCOPUS).
Sharma, P., Sundaram, S., Sharma, M., Sharma, A., & Gupta, D. (2018). Diagnosis of Parkinson’s disease using modified grey wolf optimization. Cognitive Systems Research. doi:10.1016/j.cogsys.2018.12.002 (SCI, IF-1.4).
Moolchand Sharma, Dr. Ashish Khanna, Prerna Sharma “Detection & Elimination of Search Engine Spam Using Various Techniques” in International Journal of Pure and Applied Mathematics” Volume 117 No. 20 2017, 993-997 ISSN: 1311-8080 (Printed Version); ISSN: 1314-3395 (SCOPUS).
Moolchand Sharma, Naresh Sharma, Om Jee Gupta, “Search Engine Personalization Using Concept-Based User Profile,” International Journal of Scientific Research Engineering &Technology (IJSRET) Volume 1 Issue4 pp 084-087 July 2012 www.ijsret.org ISSN 2278 – 0882 (GOOGLE SCHOLAR)