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Machine learning algorithms

An Algorithm to Identify Target-Selective Ligands – A Case Study of 5-HT7/5-HT1A Receptor Selectivity

Rafał Kurczab, Vittorio Canale, Paweł Zajdel, Andrzej J. Bojarski

Assessing Rotation-Invariant Feature Classification for Automated Wildebeest Population Counts

Colin J. Torney, Andrew P. Dobson, [ ... ], J. Grant C. Hopcraft

LncRNApred: Classification of Long Non-Coding RNAs and Protein-Coding Transcripts by the Ensemble Algorithm with a New Hybrid Feature

Cong Pian, Guangle Zhang, [ ... ], Liangyun Zhang

Learning to Select Supplier Portfolios for Service Supply Chain

Rui Zhang, Jingfei Li, Shaoyu Wu, Dabin Meng

Predicting the Direction of Stock Market Index Movement Using an Optimized Artificial Neural Network Model

Mingyue Qiu, Yu Song

Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values

Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nicholas Marko

Inferring Gene Regulatory Networks Using Conditional Regulation Pattern to Guide Candidate Genes

Fei Xiao, Lin Gao, [ ... ], Ruijie He

The Power of Implicit Social Relation in Rating Prediction of Social Recommender Systems

Waleed Reafee, Naomie Salim, Atif Khan

Multilingual Twitter Sentiment Classification: The Role of Human Annotators

Igor Mozetič, Miha Grčar, Jasmina Smailović

Defining Disease Phenotypes in Primary Care Electronic Health Records by a Machine Learning Approach: A Case Study in Identifying Rheumatoid Arthritis

Shang-Ming Zhou, Fabiola Fernandez-Gutierrez, [ ... ], Sinead Brophy

Improving the Spatial Prediction of Soil Organic Carbon Stocks in a Complex Tropical Mountain Landscape by Methodological Specifications in Machine Learning Approaches

Mareike Ließ, Johannes Schmidt, Bruno Glaser

A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data

Markus Goldstein, Seiichi Uchida

Modeling Dynamic Systems with Efficient Ensembles of Process-Based Models

Nikola Simidjievski, Ljupčo Todorovski, Sašo Džeroski

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