IEEE

I3D-AE-LSTM: A 2-Stream Autoencoder for Action Quality Assessment Using a Newly Created Cricket Batsman Video Dataset

Abstract: In this study, we introduce UJ-AQA-CricketVision, a dataset comprising 8,540 video clips of cricket strokes, each annotated with detailed phase breakdowns. We develop a novel multi-variate ...
GitHub

A Python-based generator that creates unique relational healthcare datasets for analytics and machine learning.

The U.S. healthcare system generates massive volumes of data spanning patients, treatments, and billing but real datasets are often inaccessible due to privacy laws like HIPAA. This project was ...
Scientific Research Publishing

Jang-Jaccard, J., Xu, W., Singh, A., Wei, Y. and Sabrina, F. (2021) Improving Performance of Autoencoder-Based Network Anomaly Detection on NSLKDD Dataset. IEEE Access, 4, 1-10.

ABSTRACT: This work contributes to the development of intelligent data-driven approaches to improve intrusion management in smart IoT environments. The proposed model combines a hybrid ...
C&EN

Explainable Deep Learning Framework for SERS Bioquantification

Melville Laboratory for Polymer Synthesis, Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Rd, Cambridge CB2 1EW, U.K. Melville Laboratory for Polymer Synthesis, Yusuf Hamied ...
IEEE

Advanced Fault Diagnosis in Photovoltaic Arrays Using a Metropolis-Hastings Convolutional Variational Autoencoder

Abstract: Effective fault diagnosis is critical for maintaining the operational efficiency and reliability of photovoltaic (PV) arrays. While a multitude of artificial intelligence techniques have ...
Hosted on MSN

Python; Numpy Arrays Vs. Lists

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...
Scientific Research Publishing

Mazurek, S. and Wielgosz, M. (2023) Assessing Dataset Quality through Decision Tree Characteristics in Autoencoder-Processed Spaces. arXiv: 2306.15392.

ABSTRACT: Road traffic accidents are one of the global safety and socioeconomic challenges. According to WHO (2024), it has caused over 1.19 million annual fatalities. It is also projected to cause ...