Advanced user credit risk prediction model using lightgbm, xgboost and tabnet with smoteenn

C Yu, Y Jin, Q Xing, Y Zhang, S Guo… - 2024 IEEE 6th …, 2024 - ieeexplore.ieee.org
Bank credit risk is a significant challenge in modern financial transactions, and the ability to
identify qualified credit card holders among a large number of applicants is crucial for the …

Taskclip: Extend large vision-language model for task oriented object detection

H Chen, W Huang, Y Ni, S Yun, Y Liu, F Wen… - arXiv preprint arXiv …, 2024 - arxiv.org
Task-oriented object detection aims to find objects suitable for accomplishing specific tasks.
As a challenging task, it requires simultaneous visual data processing and reasoning under …

[PDF][PDF] Advancements in AI for Oncology: Developing an Enhanced YOLOv5-based Cancer Cell Detection System

X Chen, Y Hu, T Xu, H Yang… - International Journal of …, 2024 - ijircst.irpublications.org
As artificial intelligence (AI) theory becomes more sophisticated and its utilization spreads
across daily life, education, and professional settings, the adoption of AI for medical …

Intelligent sensing framework: Near-sensor machine learning for efficient data transmission

W Huang, A Rezvani, H Chen, Y Ni, S Yun… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Applications in the Internet of Things (IoT) utilize machine learning (ML) to analyze sensor-
generated data. However, a major challenge lies in the lack of targeted intelligence in …

Application of an ANN and LSTM-based Ensemble Model for Stock Market Prediction

F Liu, S Guo, Q Xing, X Sha, Y Chen… - 2024 IEEE 7th …, 2024 - ieeexplore.ieee.org
Stock trading has always been a key economic indicator in modern society and a primary
source of profit for financial giants such as investment banks, quantitative trading firms, and …

Recoverable anonymization for pose estimation: A privacy-enhancing approach

W Huang, Y Ni, A Rezvani, SH Jeong, H Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
Human pose estimation (HPE) is crucial for various applications. However, deploying HPE
algorithms in surveillance contexts raises significant privacy concerns due to the potential …

Optimized Credit Score Prediction via an Ensemble Model and SMOTEENN Integration

Y Cheng, L Wang, X Sha, Q Tian, F Liu… - 2024 IEEE 7th …, 2024 - ieeexplore.ieee.org
Credit scores are crucial these days for getting approved for a mortgage, assessing
business loans, and managing customer finances. A bank's ability to accurately judge …

Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on Silicon Photonics Substrate

D Najafi, HE Barkam, M Morsali, SH Jeong… - arXiv preprint arXiv …, 2024 - arxiv.org
Neuro-symbolic Artificial Intelligence (AI) models, blending neural networks with symbolic AI,
have facilitated transparent reasoning and context understanding without the need for …

EcoSense: Energy-Efficient Intelligent Sensing for In-Shore Ship Detection through Edge-Cloud Collaboration

W Huang, H Chen, Y Ni, A Rezvani, S Yun… - arXiv preprint arXiv …, 2024 - arxiv.org
Detecting marine objects inshore presents challenges owing to algorithmic intricacies and
complexities in system deployment. We propose a difficulty-aware edge-cloud collaborative …