A Systematic Review on Imbalanced Data Challenges in Machine Learning: Applications and Solutions H Kaur, HS Pannu, A Malhi ACM computing surveys (CSUR), 1-35, 2019 | 772 | 2019 |
Security of vehicular ad-hoc networks: A comprehensive survey AK Malhi, S Batra, HS Pannu Computers & Security 89, 101664, 2020 | 155 | 2020 |
Explainable artificial intelligence for human decision support system in the medical domain S Knapič, A Malhi, R Saluja, K Främling Machine Learning and Knowledge Extraction 3 (3), 740-770, 2021 | 150 | 2021 |
Comparative analysis on cross-modal information retrieval: A review P Kaur, HS Pannu, AK Malhi Computer Science Review 39, 100336, 2021 | 111 | 2021 |
Security in product lifecycle of IoT devices: A survey N Yousefnezhad, A Malhi, K Främling Journal of Network and Computer Applications 171, 102779, 2020 | 109 | 2020 |
An efficient certificateless aggregate signature scheme for vehicular ad-hoc networks AK Malhi, S Batra Discrete Mathematics & Theoretical Computer Science 17 (Distributed …, 2015 | 98 | 2015 |
Plant disease recognition using fractional-order Zernike moments and SVM classifier P Kaur, HS Pannu, AK Malhi Neural Computing and Applications, 1-20, 2019 | 95 | 2019 |
Multi-objective particle swarm optimization-based adaptive neuro-fuzzy inference system for benzene monitoring HS Pannu, D Singh, AK Malhi Neural computing and applications 31, 2195-2205, 2019 | 86 | 2019 |
Aspect-based sentiment analysis using deep networks and stochastic optimization R Kumar, HS Pannu, AK Malhi Neural Computing and Applications 32, 3221-3235, 2020 | 82 | 2020 |
Improved particle swarm optimization based adaptive neuro‐fuzzy inference system for benzene detection HS Pannu, D Singh, AK Malhi CLEAN–Soil, Air, Water 46 (5), 1700162, 2018 | 72 | 2018 |
Scalable IoT platform for heterogeneous devices in smart environments A Javed, A Malhi, T Kinnunen, K Främling IEEe Access 8, 211973-211985, 2020 | 53 | 2020 |
Deep learning based image classification for intestinal hemorrhage HS Pannu, S Ahuja, N Dang, S Soni, AK Malhi Multimedia Tools and Applications 79, 21941-21966, 2020 | 51 | 2020 |
Explainable Artificial Intelligence based Heat Recycler Fault Detection in Air Handling Unit M Madhikermi, AK Malhi, K Främling Springer, 2019 | 48 | 2019 |
Explainable agents for less bias in human-agent decision making A Malhi, S Knapic, K Främling Explainable, Transparent Autonomous Agents and Multi-Agent Systems: Second …, 2020 | 44 | 2020 |
Automated iot device identification based on full packet information using real-time network traffic N Yousefnezhad, A Malhi, K Främling Sensors 21 (8), 2660, 2021 | 42 | 2021 |
Explaining machine learning-based classifications of in-vivo gastral images A Malhi, T Kampik, H Pannu, M Madhikermi, K Främling 2019 Digital Image Computing: Techniques and Applications (DICTA), 1-7, 2019 | 41 | 2019 |
Privacy-preserving authentication framework using bloom filter for secure vehicular communications A Malhi, S Batra International Journal of Information Security 15, 433-453, 2016 | 40 | 2016 |
BIoTope: building an IoT open innovation ecosystem for smart cities A Javed, S Kubler, A Malhi, A Nurminen, J Robert, K Främling IEEE Access 8, 224318-224342, 2020 | 38 | 2020 |
Using deep learning to enhance head and neck cancer diagnosis and classification P Gupta, AK Malhi 2018 ieee international conference on system, computation, automation and …, 2018 | 28 | 2018 |
Towards a rigorous evaluation of explainability for multivariate time series R Saluja, A Malhi, S Knapič, K Främling, C Cavdar arXiv preprint arXiv:2104.04075, 2021 | 27 | 2021 |