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Artificial intelligence

Analyzing the effectiveness of vocal features in early telediagnosis of Parkinson's disease

Betul Erdogdu Sakar, Gorkem Serbes, C. Okan Sakar

Cooperative vehicles for robust traffic congestion reduction: An analysis based on algorithmic, environmental and agent behavioral factors

Prajakta Desai, Seng W. Loke, Aniruddha Desai

Multi-scale encoding of amino acid sequences for predicting protein interactions using gradient boosting decision tree

Chang Zhou, Hua Yu, [ ... ], Xiu-Jun Gong

A machine learning approach to estimation of downward solar radiation from satellite-derived data products: An application over a semi-arid ecosystem in the U.S.

Qingtao Zhou, Alejandro Flores, [ ... ], Bangshuai Han

Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets

Der-Chiang Li, Susan C. Hu, Liang-Sian Lin, Chun-Wu Yeh

CRISPRpred: A flexible and efficient tool for sgRNAs on-target activity prediction in CRISPR/Cas9 systems

Md. Khaledur Rahman, M. Sohel Rahman

Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data

Jinyan Li, Lian-sheng Liu, [ ... ], Kelvin K. L. Wong

Preliminary research on the identification system for anthracnose and powdery mildew of sandalwood leaf based on image processing

Chunyan Wu, Xuefeng Wang

Predicting diabetes mellitus using SMOTE and ensemble machine learning approach: The Henry Ford ExercIse Testing (FIT) project

Manal Alghamdi, Mouaz Al-Mallah, [ ... ], Sherif Sakr

Protein asparagine deamidation prediction based on structures with machine learning methods

Lei Jia, Yaxiong Sun

Improving deep convolutional neural networks with mixed maxout units

Hui-zhen Zhao, Fu-xian Liu, Long-yue Li

Predicting all-cause risk of 30-day hospital readmission using artificial neural networks

Mehdi Jamei, Aleksandr Nisnevich, [ ... ], Eric Liu

A deep learning framework for financial time series using stacked autoencoders and long-short term memory

Wei Bao, Jun Yue, Yulei Rao

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