Aditya Kumar

Verified @gmail.com

Junior Research Fellow
Chitkara University

RESEARCH, TEACHING, or OTHER INTERESTS

Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Science
339

Scholar Citations

10

Scholar h-index

10

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Optimized gradient boosting models for effective obesity risk
    A Kumar, KS Gill, D Upadhyay, S Devliyal
    Smart Computing and Communication for Sustainable Convergence: Proceedings … , 2025
    2025
  • Advanced Blood Cell Image Classification Using a Convolutional Neural Network Approach
    N Yamsani, A Kumar, L Nelson
    2025 6th International Conference for Emerging Technology (INCET), 1-6 , 2025
    2025
  • Enhancing oral squamous cell carcinoma detection using efficientnetb3 from histopathologic images
    A Kumar, L Nelson
    2025 International Conference on Multi-Agent Systems for Collaborative … , 2025
    2025
    Citations: 5
  • Advanced Melanoma Detection with InceptionResNetV2 Using Skin Lesion Images
    A Kumar, L Nelson
    2025 International Conference on Multi-Agent Systems for Collaborative … , 2025
    2025
    Citations: 3
  • Automated Malaria Detection Using EfficientNetB3 on Microscopic Cell Images
    A Kumar, L Nelson
    2025 International Conference on Multi-Agent Systems for Collaborative … , 2025
    2025
    Citations: 2
  • Early detection and classification of lung cancer using an efficientnetb3 deep learning model on histopathological images
    A Kumar, L Nelson
    2025 International Conference on Multi-Agent Systems for Collaborative … , 2025
    2025
    Citations: 2
  • Predicting Stroke Risk Using Random Forest Classifier: A Healthcare Data Analysis
    A Kumar, L Nelson
    2025 International Conference on Ambient Intelligence in Health Care (ICAIHC … , 2025
    2025
    Citations: 1
  • Deep Learning-based Blood Cell Classification using EfficientNetB3 Architecture
    A Kumar, L Nelson
    2025 6th International Conference on Mobile Computing and Sustainable … , 2025
    2025
    Citations: 4
  • Enhanced Stroke Risk Prediction with XGBoost Classifier: A Machine Learning Approach
    A Kumar, L Nelson, D Arumugam
    2025 International Conference on Ambient Intelligence in Health Care (ICAIHC … , 2025
    2025
  • Optimized gradient boosting models for effective obesity risk Assessment
    A Kumar, KS Gill, D Upadhyay, S Devliyal
    Smart Computing and Communication for Sustainable Convergence, 15-20 , 2025
    2025
  • Classifying Alzheimer's Disease Stages Using Convolutional Neural Networks on the OASIS MRI Dataset
    A Kumar, L Nelson
    2024 International Conference on Innovation and Novelty in Engineering and … , 2024
    2024
  • Automated Classification of Gastrointestinal Conditions from Capsule Endoscopy Images Using EfficientNetB2
    A Kumar, L Nelson
    2024 International Conference on Innovation and Novelty in Engineering and … , 2024
    2024
    Citations: 4
  • Bridging Traditional and AI Methods: A Novel Approach to Breast Cancer Prediction
    A Kumar, KS Gill, M Kumar, R Rawat
    2024 4th International Conference on Advancement in Electronics … , 2024
    2024
    Citations: 1
  • AI-Powered Sign Interpretation: Merging VGG16 and ResNet50 for Superior Accuracy
    A Kumar, KS Gill
    2024 International Conference on Intelligent Computing and Sustainable … , 2024
    2024
  • Deep Learning-Based Classification of Brain Tumours on MRI Images Using EfficientNetB0
    A Kumar, L Nelson, D Arumugam
    2024 4th International Conference on Technological Advancements in … , 2024
    2024
    Citations: 8
  • Elevating Deep Learning Models with Gated Recurrent Units for Emotion Detection
    A Kumar, KS Gill, D Upadhyay, S Devliyal
    2024 Global Conference on Communications and Information Technologies (GCCIT … , 2024
    2024
  • Automated Bone Fracture Detection with AlexNet on Multi-Region Radiographic Analysis
    A Kumar, L Nelson, D Arumugam
    2024 5th IEEE Global Conference for Advancement in Technology (GCAT), 1-5 , 2024
    2024
    Citations: 1
  • Water Clarity Reinvented: Predictive Insights with Bagging Classifiers
    A Kumar, KS Gill, M Kumar, R Rawat
    2024 5th IEEE Global Conference for Advancement in Technology (GCAT), 1-3 , 2024
    2024
  • Blood cancer diagnosis using pretrained vgg16 transfer learning model with lymphoma dataset
    A Kumar, L Nelson, D Arumugam
    2024 Asian Conference on Intelligent Technologies (ACOIT), 1-6 , 2024
    2024
    Citations: 2
  • WaterWave Ensembles: Harnessing Bagging Classifiers for Pure Quality Prediction
    A Kumar, KS Gill, M Kumar, R Rawat
    2024 3rd International Conference for Advancement in Technology (ICONAT), 1-3 , 2024
    2024

MOST CITED SCHOLAR PUBLICATIONS

  • Transfer learning of vgg19 for the classification of apple leaf diseases
    A Kumar, L Nelson, S Gomathi
    2024 2nd International Conference on Intelligent Data Communication … , 2024
    2024
    Citations: 38
  • MosquitoNet based deep learning approach for malaria parasite detection using cell images
    A Kumar, L Nelson, S Rasher, R Surendran
    2024 International Conference on Automation and Computation (AUTOCOM), 164-169 , 2024
    2024
    Citations: 25
  • ResNet-50 transfer learning model for diabetic foot ulcer detection using thermal images
    A Kumar, L Nelson, S Singh
    2023 2nd International Conference on Futuristic Technologies (INCOFT), 1-5 , 2023
    2023
    Citations: 25
  • Sequential Transfer Learning Model for Pneumonia Detection Using Chest X-ray Images
    A Kumar, L Nelson, S Gomathi
    2023 Global Conference on Information Technologies and Communications (GCITC … , 2023
    2023
    Citations: 22
  • Enhancing haemorrhage detection in head CT scans using deep learning
    A Kumar, L Nelson, S Kumar
    2023 3rd International Conference on Smart Generation Computing … , 2023
    2023
    Citations: 19
  • Predation of water bug Sphaerodema rusticum Fabricius on the snail Pomacea bridgesi (Reeve), introduced in India
    MV Reddy, AV Kumar
    Current science 81 (11), 1413 , 2001
    2001
    Citations: 17
  • Tripti; Maleva, M.; Bruno, LB; Rajkumar, M. Synergistic effect of ACC deaminase producing Pseudomonas sp. TR15a and siderophore producing Bacillus aerophilus TR15c for enhanced …
    A Kumar
    Chemosphere 276, 130038 , 2021
    2021
    Citations: 13
  • Detecting colon and lung cancer through deep learning CNN model
    A Kumar, L Nelson, VS Venu
    2024 2nd International Conference on Computer, Communication and Control … , 2024
    2024
    Citations: 12
  • Enhancing kidney disease classification through transfer learning with VGG16
    A Kumar, L Nelson, VS Venu
    2024 2nd International Conference on Computer, Communication and Control … , 2024
    2024
    Citations: 11
  • EfficientNet-Bl based maize plant leaf disease classification using deep learning
    A Kumar, L Nelson, VS Venu
    2024 2nd International Conference on Intelligent Data Communication … , 2024
    2024
    Citations: 11
  • Automated diagnosis of retinal diseases from oct images using resnet-18
    A Kumar, L Nelson, S Gomathi
    2024 Asia Pacific Conference on Innovation in Technology (APCIT), 1-6 , 2024
    2024
    Citations: 9
  • Deep Learning-Based Classification of Brain Tumours on MRI Images Using EfficientNetB0
    A Kumar, L Nelson, D Arumugam
    2024 4th International Conference on Technological Advancements in … , 2024
    2024
    Citations: 8
  • Tripti; Maleva, M.; Kiseleva, I.; Maiti, SK; Morozova, M. Toxic metal (loid) s contamination and potential human health risk assessment in the vicinity of century-old copper …
    A Kumar
    Environ. Geochem. Health 42, 4113-4124 , 2020
    2020
    Citations: 8
  • Fully automated solar grass cutter
    A Kumar, A Shrivastava, A Tiwari, N Sharma
    Int. J. Sci. Res. Dev 5 (1), 519-520 , 2017
    2017
    Citations: 8
  • Association of acute toxic encephalopathy with litchi consumption in an outbreak in Muzaffarpur
    A Shrivastava, A Kumar, JD Thomas, KF Laserson, G Bhushan, MD Carter
    India , 2014
    2014
    Citations: 8
  • Correlation and regression studies between different physiological attributes and pod yield in groundnut
    AK Chhonkar, A Kumar
    Journal of Oilseeds Research (India) 4 (1) , 1987
    1987
    Citations: 8
  • An expert tool for fertilizer management of rapeseed-mustard
    V Kumar, A Kumar, OP Premi, M Kumar
    JOURNAL OF OILSEEDS RESEARCH. 21, 130-133 , 2004
    2004
    Citations: 7
  • Comparative evaluation of ultrasonography and computed tomography findings in focal hepatic masses
    S Bali, A Kaur, J Kaur, A Kumar, SJ Sachayta
    Int J Med Res Rev 5 (01), 03-14 , 2017
    2017
    Citations: 6
  • Enhancing oral squamous cell carcinoma detection using efficientnetb3 from histopathologic images
    A Kumar, L Nelson
    2025 International Conference on Multi-Agent Systems for Collaborative … , 2025
    2025
    Citations: 5
  • Genome-wide association study for yield and yield-related traits in diverse blackgram panel (Vigna mungo L. hepper) reveals novel putative alleles for future breeding programs …
    L Singh, GS Dhillon, S Kaur, SK Dhaliwal, A Kaur, P Malik, A Kumar, ...
    Frontiers in Genetics| www. frontiersin. org 13 , 2022
    2022
    Citations: 5