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Machine learning algorithms

Quantification of the Heterogeneity of Prognostic Cellular Biomarkers in Ewing Sarcoma Using Automated Image and Random Survival Forest Analysis

Claudia Bühnemann, Simon Li, Haiyue Yu, Harriet Branford White, Karl L. Schäfer, Antonio Llombart-Bosch, Isidro Machado, Piero Picci, Pancras C. W. Hogendoorn, Nicholas A. Athanasou, J. Alison Noble, A. Bassim Hassan

published 22 Sep 2014

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Finding Candidate Drugs for Hepatitis C Based on Chemical-Chemical and Chemical-Protein Interactions

Lei Chen, Jing Lu, Tao Huang, Jun Yin, Lai Wei, Yu-Dong Cai

published 16 Sep 2014

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Active Semi-Supervised Learning Method with Hybrid Deep Belief Networks

Shusen Zhou, Qingcai Chen, Xiaolong Wang

published 10 Sep 2014

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A Risk Prediction Model for Screening Bacteremic Patients: A Cross Sectional Study

Franz Ratzinger, Michel Dedeyan, Matthias Rammerstorfer, Thomas Perkmann, Heinz Burgmann, Athanasios Makristathis, Georg Dorffner, Felix Lötsch, Alexander Blacky, Michael Ramharter

published 03 Sep 2014

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A Systematic Investigation of Computation Models for Predicting Adverse Drug Reactions (ADRs)

Qifan Kuang, MinQi Wang, Rong Li, YongCheng Dong, Yizhou Li, Menglong Li

published 02 Sep 2014

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Unsupervised Eye Pupil Localization through Differential Geometry and Local Self-Similarity Matching

Marco Leo, Dario Cazzato, Tommaso De Marco, Cosimo Distante

published 14 Aug 2014

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Plant microRNA-Target Interaction Identification Model Based on the Integration of Prediction Tools and Support Vector Machine

Jun Meng, Lin Shi, Yushi Luan

published 22 Jul 2014

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An Unsupervised Text Mining Method for Relation Extraction from Biomedical Literature

Changqin Quan, Meng Wang, Fuji Ren

published 18 Jul 2014

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Semi-Supervised Morphosyntactic Classification of Old Icelandic

Kryztof Urban, Timothy R. Tangherlini, Aurelijus Vijūnas, Peter M. Broadwell

published 16 Jul 2014

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SkipCor: Skip-Mention Coreference Resolution Using Linear-Chain Conditional Random Fields

Slavko Žitnik, Lovro Šubelj, Marko Bajec

published 23 Jun 2014

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Reliable Multi-Label Learning via Conformal Predictor and Random Forest for Syndrome Differentiation of Chronic Fatigue in Traditional Chinese Medicine

Huazhen Wang, Xin Liu, Bing Lv, Fan Yang, Yanzhu Hong

published 11 Jun 2014

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GWAS in a Box: Statistical and Visual Analytics of Structured Associations via GenAMap

Eric P. Xing, Ross E. Curtis, Georg Schoenherr, Seunghak Lee, Junming Yin, Kriti Puniyani, Wei Wu, Peter Kinnaird

published 06 Jun 2014

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Identification of Different Varieties of Sesame Oil Using Near-Infrared Hyperspectral Imaging and Chemometrics Algorithms

Chuanqi Xie, Qiaonan Wang, Yong He

published 30 May 2014

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