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Machine learning algorithms

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

Identification of Multi-Functional Enzyme with Multi-Label Classifier

Yuxin Che, Ying Ju, [ ... ], Fei Xing

FHSA-SED: Two-Locus Model Detection for Genome-Wide Association Study with Harmony Search Algorithm

Shouheng Tuo, Junying Zhang, [ ... ], Zhaowen Liu

Localizing Tortoise Nests by Neural Networks

Roberto Barbuti, Stefano Chessa, Alessio Micheli, Rita Pucci

SMARTbot: A Behavioral Analysis Framework Augmented with Machine Learning to Identify Mobile Botnet Applications

Ahmad Karim, Rosli Salleh, Muhammad Khurram Khan

Prediction of Hematopoietic Stem Cell Transplantation Related Mortality- Lessons Learned from the In-Silico Approach: A European Society for Blood and Marrow Transplantation Acute Leukemia Working Party Data Mining Study

Roni Shouval, Myriam Labopin, [ ... ], Arnon Nagler

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