| 2024 | Aircraft Engine Remaining Useful Life (RUL) Prediction Using Machine Learning. | Michael Kimollo, Xudong Liu |
| 2024 | YOLO-SCSA: Enhanced YOLOv8 with Spatially Coordinated Shuffling Attention Mechanisms for Skin Cancer Detection. | Jinyoon Kim, Tianjie Chen, Hien Nguyen, Md Faisal Kabir |
| 2024 | Tackling the Nonlinearity Problem in Inverse Modeling: Mixture Density Network-Backed Quantized AutoEncoder. | Muhammed Nur Talha Kilic, Yuwei Mao, Vishu Gupta, Alok N. Choudhary, Wei-keng Liao, Ankit Agrawal |
| 2024 | Enhancing Deep Neural Network Classification Performance Through Novel Weight Initialization: t-SNE Supported Walsh Matrix Approach. | Muhammed Nur Talha Kilic, Vishu Gupta, Yuwei Mao, Kewei Wang, Alec Peltekian, Alok N. Choudhary, Wei-keng Liao, Ankit Agrawal |
| 2024 | Deep Learning-Based Modeling of Daily Suspended Sediment Concentration and Discharge in Esopus. | Marzieh Khosravi, Shima Ghoochani, Hanieh Shabanian |
| 2024 | Enhancing Pipeline Monitoring: Optimizing Window Size with Monte Carlo Search and CB-AttentionNet. | Sahar Khazali, Tariq Al Shoura, Ehsan Jalilian, Mohammad Moshirpour |
| 2024 | Securing 3D Deep Learning Models: Simple and Effective Defense Against Adversarial Attacks. | Rosina F. Kharal, Saif Al-Din Ali, Usama Mohiuddin, Samir El Sayed |
| 2024 | FL-EGM: Decentralized Federated Learning using Aggregator Selection with Enhanced Global Model. | Muhammad KaleemUllah Khan, Kaiwen Zhang, Chamseddine Talhi |
| 2024 | EDADepth: Enhanced Data Augmentation for Monocular Depth Estimation. | Nischal Khanal, Shivanand Venkanna Sheshappanavar |
| 2024 | Real-Time Human-Classified Emotional MIDI Dataset Integration for Symbolic Music Generation. | Justin Adebayo Kerobo, Ivica Ico Bukvic |
| 2024 | KG-Infused LLM for Virtual Health Assistant: Accelerated Inference and Enhanced Performance. | Siva Kumar Katta, Aritra Ray, Farshad Firouzi, Krishnendu Chakrabarty |
| 2024 | Machine Learning Meets EEG: A Novel Approach to PGA-Based Authentication Systems. | Ioannis Katoikos, Christos A. Fidas, Dimitrios Koukopoulos |
| 2024 | CNN-JEPA: Self-Supervised Pretraining Convolutional Neural Networks Using Joint Embedding Predictive Architecture. | Andrs Kalapos, Blint Gyires-Tth |
| 2024 | Whitening Consistently Improves Self-Supervised Learning. | Andrs Kalapos, Blint Gyires-Tth |
| 2024 | Explainable Transformer-based Intrusion Detection in Internet of Medical Things (IoMT) Networks. | Rajesh Kalakoti, Sven Nmm, Hayretdin Bahsi |
| 2024 | RFOOD: Real-time Facial Authentication and Out -of-distribution Detection with Short-range FMCW Radar. | Sabri Mustafa Kahya, Muhammet Sami Yavuz, Boran Hamdi Sivrikaya, Eckehard G. Steinbach |
| 2024 | Enhancing Financial Fraud Detection with Human-in-the-Loop Feedback and Feedback Propagation. | Prashank Kadam |
| 2024 | Financial Fraud Detection using Jump-Attentive Graph Neural Networks. | Prashank Kadam |
| 2024 | Brazilian Free-Energy Market Mid-and Long-Term Forecasting Using Multi-Source Ensemble Solution. | Srgio Baldo Jnior, Saulo Martiello Mastelini, Marcos B. S. Paula, Moiss Rocha dos Santos, Ewerton Guarnier, Donato da Silva-Filho, Maria E. C. M. Santos, Thaina R. Fernandes, Victor C. V. Rosa |
| 2024 | Multi-Modal Contrastive Learning for Medical Image Classification with Limited Training Data. | Shengzhe Jiao, Yihong Zhang, Yuanyuan Wang, Shingo Mabu, Haoyang Xia, Takahiro Hara |
| 2024 | Solar Image Synthesis with Generative Adversarial Networks. | Haodi Jiang, Jason T. L. Wang |
| 2024 | 4bit-Quantization in Vector-Embedding for RAG. | Taehee Jeong |
| 2024 | Let's Federate - Effective Communication Strategy for Dynamic Client Participation. | Rafael O. Jarczewski, Eduardo Cerqueira, Luiz F. Bittencourt, Antonio A. F. Loureiro, Leandro A. Villas, Allan Mariano de Souza |
| 2024 | Utilizing a Hybrid Matrix Product State and Variational Quantum Circuit Architecture for the Detection of Kidney Diseases. | Vidur Reddy Jannapureddy, Shinjae Yoo, Huan-Hsin Tseng |
| 2024 | Deep Few-Shot Network for Protein Family Classification: Bridging the Gap Between Limited Data and High Performance. | Saeedeh Nasrin Jamali, Yogendra P. Chaubey, Ashkan Ebadi |