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Decision tree learning

Automatic ICD-10 multi-class classification of cause of death from plaintext autopsy reports through expert-driven feature selection

Ghulam Mujtaba, Liyana Shuib, Ram Gopal Raj, Retnagowri Rajandram, Khairunisa Shaikh, Mohammed Ali Al-Garadi

published 06 Feb 2017

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Effective Feature Selection for Classification of Promoter Sequences

Kouser K., Lavanya P. G., Lalitha Rangarajan, Acharya Kshitish K.

published 15 Dec 2016

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Supervised Learning for Detection of Duplicates in Genomic Sequence Databases

Qingyu Chen, Justin Zobel, Xiuzhen Zhang, Karin Verspoor

published 04 Aug 2016

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Divide and Conquer: Sub-Grouping of ASD Improves ASD Detection Based on Brain Morphometry

Gajendra J. Katuwal, Stefi A. Baum, Nathan D. Cahill, Andrew M. Michael

published 11 Apr 2016

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ISBP: Understanding the Security Rule of Users' Information-Sharing Behaviors in Partnership

Hongchen Wu, Xinjun Wang

published 07 Mar 2016

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Evaluation of a Decision Support System for Obstructive Sleep Apnea with Nonlinear Analysis of Respiratory Signals

Evangelos Kaimakamis, Venetia Tsara, Charalambos Bratsas, Lazaros Sichletidis, Charalambos Karvounis, Nikolaos Maglaveras

published 03 Mar 2016

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Convolution Comparison Pattern: An Efficient Local Image Descriptor for Fingerprint Liveness Detection

Carsten Gottschlich

published 04 Feb 2016

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Machine Learning Based Classification of Microsatellite Variation: An Effective Approach for Phylogeographic Characterization of Olive Populations

Bahareh Torkzaban, Amir Hossein Kayvanjoo, Arman Ardalan, Soraya Mousavi, Roberto Mariotti, Luciana Baldoni, Esmaeil Ebrahimie, Mansour Ebrahimi, Mehdi Hosseini-Mazinani

published 24 Nov 2015

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Influence of Feature Encoding and Choice of Classifier on Disease Risk Prediction in Genome-Wide Association Studies

Florian Mittag, Michael Römer, Andreas Zell

published 18 Aug 2015

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Prediction of Outcome in Acute Lower Gastrointestinal Bleeding Using Gradient Boosting

Lakshmana Ayaru, Petros-Pavlos Ypsilantis, Abigail Nanapragasam, Ryan Chang-Ho Choi, Anish Thillanathan, Lee Min-Ho, Giovanni Montana

published 14 Jul 2015

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Measuring Compounds in Exhaled Air to Detect Alzheimer's Disease and Parkinson’s Disease

Jan-Philipp Bach, Maike Gold, David Mengel, Akira Hattesohl, Dirk Lubbe, Severin Schmid, Björn Tackenberg, Jürgen Rieke, Sasidhar Maddula, Jörg Ingo Baumbach, Christoph Nell, Tobias Boeselt, Joan Michelis, Judith Alferink, Michael Heneka, Wolfgang Oertel, Frank Jessen, Sabina Janciauskiene, Claus Vogelmeier, Richard Dodel, Andreas Rembert Koczulla

published 13 Jul 2015

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QuantiFly: Robust Trainable Software for Automated Drosophila Egg Counting

Dominic Waithe, Peter Rennert, Gabriel Brostow, Matthew D. W. Piper

published 18 May 2015

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Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

Hong Wang, Qingsong Xu, Lifeng Zhou

published 23 Feb 2015

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