V. Ojha

Most-cited papers

Deep learning for automated river-level monitoring through river-camera images: an approach based on water segmentation and transfer learning
Rémy Vandaele, S. Dance, V. Ojha
2021Hydrology and Earth System Sciences74 citations Open access
Semantic Scholar
Sensitivity Analysis for Deep Learning: Ranking Hyper-parameter Influence
R. Taylor, V. Ojha, Ivan Martino, Giuseppe Nicosia
2021IEEE International Conference on Tools with Artificial Intelligence39 citations Open access
Semantic Scholar
Assessing Ranking and Effectiveness of Evolutionary Algorithm Hyperparameters Using Global Sensitivity Analysis Methodologies
V. Ojha, J. Timmis, Giuseppe Nicosia
2022Swarm and Evolutionary Computation33 citations Open access
Semantic Scholar
D2Fusion: Dual-domain fusion with feature superposition for Deepfake detection
Xue-Qi Qiu, Xing-Yu Miao, Fan Wan, Hao-Ran Duan +4 more
2025Information Fusion27 citations Open access
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Backpropagation Neural Tree
V. Ojha, Giuseppe Nicosia
2022Neural Networks21 citations Open access
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Supervised machine learning to estimate instabilities in chaotic systems: Estimation of local Lyapunov exponents
Daniel Ayers, Jack Lau, Javier Amezcua, A. Carrassi +1 more
2022Quarterly Journal of the Royal Meteorological Society19 citations Open access
Semantic Scholar
Large-scale data classification based on the integrated fusion of fuzzy learning and graph neural network
Václav Snášel, Martin Štěpnička, V. Ojha, P. Suganthan +2 more
2023Information Fusion17 citations Open access
Semantic Scholar
Dreamer XL: Towards High-Resolution Text-to-3D Generation via Trajectory Score Matching
Xing-Yu Miao, Hao-Ran Duan, Zi-Zhou Ouyang, Run-Ze Hu +4 more
2024IEEE transactions on circuits and systems for video technology (Print)14 citations Open access
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Calibrated river-level estimation from river cameras using convolutional neural networks
Rémy Vandaele, S. Dance, V. Ojha
2023Environmental Data Science14 citations Open access
Semantic Scholar
Euclidean and Poincaré space ensemble Xgboost
P. Suganthan, Ling-Ping Kong, Václav Snášel, V. Ojha +1 more
2024Information Fusion13 citations Open access
Semantic Scholar
Analysis of deep learning under adversarial attacks in hierarchical federated learning
Duaa Salman Alqattan, Václav Snášel, Rajiv Ranjan, V. Ojha
2025High Confid. Comput.12 citations Open access
Semantic Scholar
Transfer Learning for Instance Segmentation of Waste Bottles Using Mask R-CNN Algorithm
P. Jaikumar, Rémy Vandaele, V. Ojha
2022International Conference on Intelligent Systems Design and Applications11 citations Open access
Semantic Scholar
AMap: Distilling Future Priors for Ahead-Aware Online HD Map Construction
Rui-Kai Li, Xinrun Li, Mengwei Xie, Shan Hao +11 more
2025arXiv.org10 citations
Semantic Scholar
Modular neural network for edge-based detection of early-stage IoT botnet
Duaa Salman Alqattan, V. Ojha, Fawzy Habib, Ayman Noor +2 more
2024High Confid. Comput.10 citations Open access
Semantic Scholar
Wearable-based behaviour interpolation for semi-supervised human activity recognition
Hao-Ran Duan, Shi-Dong Wang, V. Ojha, Shi-Zheng Wang +4 more
2024Information Sciences10 citations Open access
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Pareto optimal metabolic engineering for the growth‐coupled overproduction of sustainable chemicals
Matteo N Amaradio, V. Ojha, Giorgio Jansen, Massimo Gulisano +2 more
2022Biotechnology and Bioengineering10 citations Open access
Semantic Scholar
3D modeling and automated measurement of concrete cracks via segment anything refinement and visual inertial LiDAR fusion
Peng-Ru Deng, Jia-Peng Yao, Chun Li, Su Wang +3 more
2025Computer-Aided Civil and Infrastructure Engineering8 citations Open access
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Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection
Feng Xiong, Thanet Markchom, Ziwei Zheng, Subin Jung +2 more
2024arXiv.org8 citations
Semantic Scholar
Fragility, Robustness and Antifragility in Deep Learning
C. Pravin, Ivan Martino, Giuseppe Nicosia, V. Ojha
2023Artificial Intelligence7 citations Open access
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Deep learning for the estimation of water-levels using river cameras
Rémy Vandaele, S. Dance, V. Ojha
20217 citations Open access
Semantic Scholar
Rehearsal-free Federated Domain-incremental Learning
Rui Sun, Hao-Ran Duan, Jia-Hua Dong, V. Ojha +2 more
2024IEEE International Conference on Distributed Computing Systems6 citations Open access
Semantic Scholar
NCL-UoR at SemEval-2024 Task 8: Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection
Feng Xiong, Thanet Markchom, Ziwei Zheng, Subin Jung +2 more
2024International Workshop on Semantic Evaluation6 citations Open access
Semantic Scholar
Security Assessment of Hierarchical Federated Deep Learning
Duaa Salman Alqattan, R. Sun, H. Liang, Giuseppe Nicosia +3 more
2024International Conference on Artificial Neural Networks5 citations
Semantic Scholar
Deep learning for automated trash screen blockage detection using cameras: Actionable information for flood risk management
Rémy Vandaele, S. Dance, V. Ojha
2024Journal of Hydroinformatics5 citations Open access
Semantic Scholar
Adaptive search space decomposition method for pre- and post- buckling analyses of space truss structures
V. Ojha, B. Pantò, Giuseppe Nicosia
2022Engineering applications of artificial intelligence5 citations Open access
Semantic Scholar
Accent and Gender Recognition from English Language Speech and Audio Using Signal Processing and Deep Learning
Jagjeevan Singh Shergill, C. Pravin, V. Ojha
2020International Conference on Health Information Science5 citations Open access
Semantic Scholar
Enhancing sampling performance in XGBoost by ensemble feature engineering
Ling-Ping Kong, P. Suganthan, Václav Snášel, V. Ojha +1 more
2026Pattern Recognition4 citations
Semantic Scholar
IOT and Sensor-Based Flood Monitoring and Warning Systems for Disaster Management
P. Chitra, Kalyan Acharjya, V. Ojha, Priyadarshi Das +2 more
20252025 International Conference on Automation and Computation (AUTOCOM)4 citations
Semantic Scholar
Exemplar-condensed Federated Class-incremental Learning
Rui Sun, Yumin Zhang, V. Ojha, Tejal Shah +3 more
2024arXiv.org4 citations
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Dual Variational Knowledge Attention for Class Incremental Vision Transformer
Hao-Ran Duan, Rui Sun, V. Ojha, Tejal Shah +5 more
2024IEEE International Joint Conference on Neural Network4 citations
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Dynamic Label Adversarial Training for Deep Learning Robustness Against Adversarial Attacks
Zhenyu Liu, Hao-Ran Duan, Huizhi Liang, Yang Long +4 more
2024arXiv.org4 citations
Semantic Scholar
Low-rank and global-representation-key-based attention for graph transformer
Ling-Ping Kong, V. Ojha, Ruobin Gao, P. Suganthan +1 more
2023Information Sciences3 citations Open access
Semantic Scholar
Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons
C. Pravin, Ivan Martino, Giuseppe Nicosia, V. Ojha
2022International Conference on Artificial Neural Networks3 citations Open access
Semantic Scholar
Semi-Supervised Crowd Counting from Unlabeled Data
Haoran Duan, Fan Wan, Rui Sun, Zeyu Wang +5 more
20213 citations
Semantic Scholar
Systematic review of advanced econometric models in predicting stock market price movements
Pratibha Sharma, V. Ojha, P. Tomar, S. K. Biswal +2 more
2025Multidisciplinary Reviews2 citations Open access
Semantic Scholar
D2R: dual regularization loss with collaborative adversarial generation for model robustness
Zhenyu Liu, Huizhi Liang, Rajiv Ranjan, Zhanxing Zhu +2 more
2025International Conference on Artificial Neural Networks2 citations
Semantic Scholar
Analysis Of Network Resource Management Techniques for Enhanced 5G-Iot Smart Healthcare Solutions
V. Ojha, P. S. Pavan, Lakshmi Narayana, V. M. Kumar +2 more
20252025 IEEE International Conference on Emerging Technologies and Applications (MPSec ICETA)2 citations
Semantic Scholar
The Role of Blockchain Technology in Enhancing Network Security
Lovish Dhingra, Loitongbam Sanayai Meetei, V. Ojha, M. K. Lodi +2 more
20252025 International Conference on Automation and Computation (AUTOCOM)2 citations
Semantic Scholar
On Learnable Parameters of Optimal and Suboptimal Deep Learning Models
Ziwei Zheng, Huizhi Liang, Václav Snásel, V. Latora +3 more
2024International Conference on Neural Information Processing2 citations
Semantic Scholar
UoR-NCL at SemEval-2023 Task 1: Learning Word-Sense and Image Embeddings for Word Sense Disambiguation
Thanet Markchom, Huizhi Liang, Joyce Gitau, Zehao Liu +4 more
2023International Workshop on Semantic Evaluation2 citations Open access
Semantic Scholar
Common and Unique Representations for Multi-Focus Image Fusion: A Feature Decomposition Paradigm With Text-Driven Enhancement
Ming-Yu Ge, Ze-Yu Wang, Jizheng Zhang, Hai-Yu Song +3 more
2026IEEE transactions on multimedia1 citations Open access
Semantic Scholar
SemEval-2026 Task 12: Knowledge Graph with hyperbolic embedding in Abductive Event Reasoning
Mingkai Wang, V. Ojha, Huizhi Liang
2026SemEval@ACL1 citations Open access
Semantic Scholar
AdaGAT: Adaptive Guidance Adversarial Training for the Robustness of Deep Neural Networks
Zhenyu Liu, Huizhi Liang, Xinrun Li, Václav Snásel +1 more
2025Chinese Conference on Pattern Recognition and Computer Vision1 citations
Semantic Scholar
Learning Global Representation from Queries for Vectorized HD Map Construction
Shoumeng Qiu, Xinrun Li, Yang Long, Xiang-Yang Xue +2 more
2025arXiv.org1 citations
Semantic Scholar
RegMix: Adversarial Mutual and Generalization Regularization for Enhancing DNN Robustness
Zhenyu Liu, V. Ojha
2025International Conference on Trust, Security and Privacy in Computing and Communications1 citations Open access
Semantic Scholar
Explainable AI For Leukemia Diagnosis: Interpreting Optimized Deep Learning Models for Improved Clinical Decision-Making
R. Reena, V. Ojha, Baishakhi Debnath, Santosh Kumar Samarwar +2 more
20252025 IEEE International Conference on Emerging Technologies and Applications (MPSec ICETA)1 citations
Semantic Scholar
Exploring dual diagnosis: Examining professional’s knowledge, attitudes, and training on intellectual disability and psychiatric disorder
V. Ojha, Mukul Bhatt, Rupam Singh, Pallavi +1 more
2024Multidisciplinary Reviews1 citations Open access
Semantic Scholar
Epilepsy Detection Through EEG Signal Classification Using Machine Learning Methods
Vivek Deshpande, P. Gajendran, V. Ojha, L. B +2 more
20242024 IEEE 4th International Conference on ICT in Business Industry & Government (ICTBIG)1 citations
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Transforming Electronics Engineering with Artificial Intelligence: Opportunities and Challenges in Design, Testing, Production, Maintenance, and Control Systems
V. Ojha
20232023 International Conference on Power Energy, Environment & Intelligent Control (PEEIC)1 citations
Semantic Scholar
Inferring Pathological Metabolic Patterns in Breast Cancer Tissue from Genome-Scale Models
Matteo N Amaradio, Giorgio Jansen, V. Ojha, J. Costanza +2 more
2022International Conference on Machine Learning, Optimization, and Data Science1 citations Open access
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