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International Journal of Medical Informatics, ISSN 1386-5056, 01/2020, Volume 133, p. 104014
Journal Article
Statistical Methods in Medical Research, ISSN 0962-2802, 11/2019, Volume 28, Issue 10-11, pp. 2975 - 2991
Journal Article
Data Mining and Knowledge Discovery, ISSN 1384-5810, 2018, Volume 33, Issue 3, pp. 730 - 747
Journal Article
Briefings in bioinformatics, ISSN 1467-5463, 10/2018
Supervised machine learning techniques have traditionally been very successful at reconstructing biological networks, such as protein-ligand interaction,... 
Journal Article
Neural Computation, ISSN 1530-888X, 08/2018, Volume 30, Issue 8, pp. 2245 - 2283
Many machine learning problems can be formulated as predicting labels for a pair of objects. Problems of that kind are often referred to as pairwise learning,... 
Letters | DRUG-TARGET INTERACTIONS | REGULARIZATION ALGORITHMS | INTERACTION PREDICTION | NEUROSCIENCES | LEAST-SQUARES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 08/2018, Volume 29, Issue 8, pp. 3374 - 3387
Journal Article
Bioinformatics, ISSN 1367-4803, 07/2018, Volume 34, Issue 13, pp. i509 - i518
Abstract Motivation Many inference problems in bioinformatics, including drug bioactivity prediction, can be formulated as pairwise learning problems, in which... 
DATA INTEGRATION | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | DISCOVERY | METABOLITE IDENTIFICATION | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Ismb 2018–Intelligent Systems for Molecular Biology Proceedings
Journal Article
IEEE Transactions on Games, ISSN 2475-1502, 06/2018, Volume 10, Issue 2, pp. 128 - 138
Maximizing product use is a central goal of many businesses, which makes retention and monetization two central analytics metrics in games. Player retention... 
Measurement | Industries | Game analytics | survival analysis | Games | Tools | playtime | retention | Land mobile radio | Business | game analytics | COMPUTER SCIENCE, SOFTWARE ENGINEERING | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
03/2018
Many machine learning problems can be formulated as predicting labels for a pair of objects. Problems of that kind are often referred to as pairwise learning,... 
Journal Article
European Journal of Engineering Education, ISSN 0304-3797, 01/2018, Volume 43, Issue 1, pp. 90 - 98
Journal Article
01/2018
Receiver operating characteristic (ROC) analysis is widely used for evaluating diagnostic systems. Recent studies have shown that estimating an area under ROC... 
Statistics - Machine Learning
Journal Article
by Gönen, Mehmet and Weir, Barbara A and Cowley, Glenn S and Vazquez, Francisca and Guan, Yuanfang and Jaiswal, Alok and Karasuyama, Masayuki and Uzunangelov, Vladislav and Wang, Tao and Tsherniak, Aviad and Howell, Sara and Marbach, Daniel and Hoff, Bruce and Norman, Thea C and Airola, Antti and Bivol, Adrian and Bunte, Kerstin and Carlin, Daniel and Chopra, Sahil and Deran, Alden and Ellrott, Kyle and Gopalacharyulu, Peddinti and Graim, Kiley and Kaski, Samuel and Khan, Suleiman A and Newton, Yulia and Ng, Sam and Pahikkala, Tapio and Paull, Evan and Sokolov, Artem and Tang, Hao and Tang, Jing and Wennerberg, Krister and Xie, Yang and Zhan, Xiaowei and Zhu, Fan and Afsari, Bahman and Aittokallio, Tero and Boehm, Jesse S and Chang, Yu-Chuan and Chen, Tenghui and Chong, Zechen and Elmarakeby, Haitham and Fertig, Elana J and Gonçalves, Emanuel and Gong, Pinghua and Hafemeister, Christoph and Hahn, William C and Heath, Lenwood and Kędziorski, Łukasz and Khemka, Niraj and King, Erh-kan and Lauria, Mario and Liu, Mark and Machado, Daniel and Mamitsuka, Hiroshi and Margolin, Adam A and Mazurkiewicz, Mateusz and Menden, Michael P and Migacz, Szymon and Nie, Zhi and Praveen, Paurush and Priami, Corrado and Rizzetto, Simone and Rocha, Miguel and Root, David E and Rudd, Cameron and Rudnicki, Witold R and Saez-Rodriguez, Julio and Song, Lei and Stolovitzky, Gustavo and Stuart, Joshua M and Sun, Duanchen and Szalai, Bence and Wang, Difei and Wu, Ling-yun and Xiao, Guanghua and Ye, Jieping and Ye, Yuting and Zhou, Wanding and Broad-DREAM Community
Cell Systems, ISSN 2405-4712, 01/2017, Volume 5, Issue 5, pp. 485 - 497.e3
Journal Article
Chemosphere, ISSN 0045-6535, 10/2017, Volume 185, pp. 1063 - 1071
We propose a cost-effective system for the determination of metal ion concentration in water, addressing a central issue in water resources management. The... 
Feature selection | Array development | Metal ion quantification | Water analysis | Luminescence | Machine learning | ENVIRONMENTAL SCIENCES | Water | Metals - analysis | Environmental Monitoring | Algorithms | Models, Chemical | Water Pollutants, Chemical - analysis | Analysis | Developing countries | Aquatic resources | Management | Data mining
Journal Article
09/2017
Game analytics supports game development by providing direct quantitative feedback about player experience. Player retention and monetization in particular... 
Statistics - Applications
Journal Article
PLoS Computational Biology, ISSN 1553-734X, 08/2017, Volume 13, Issue 8, p. e1005678
Journal Article
2016 IEEE Conference on Computational Intelligence and Games (CIG), ISSN 2325-4270, 09/2016, pp. 1 - 8
Decay of population level daily user activity in Tribeflame Ltd.'s mobile games is found to be determined by elementary differential equations. We describe... 
Industries | Measurement | Sociology | Games | Statistics | Splines (mathematics) | Land mobile radio
Conference Proceeding
01/2017
Maximizing product use is a central goal of many businesses, which makes retention and monetization two central analytics metrics in games. Player retention... 
Journal Article