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Machine learning algorithms

Identifying Cognitive States Using Regularity Partitions

Ioannis Pappas, Panos Pardalos

published 28 Aug 2015

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MRPack: Multi-Algorithm Execution Using Compute-Intensive Approach in MapReduce

Muhammad Idris, Shujaat Hussain, Muhammad Hameed Siddiqi, Waseem Hassan, Hafiz Syed Muhammad Bilal, Sungyoung Lee

published 25 Aug 2015

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Comparison of Nine Statistical Model Based Warfarin Pharmacogenetic Dosing Algorithms Using the Racially Diverse International Warfarin Pharmacogenetic Consortium Cohort Database

Rong Liu, Xi Li, Wei Zhang, Hong-Hao Zhou

published 25 Aug 2015

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Outcome Prediction in Mathematical Models of Immune Response to Infection

Manuel Mai, Kun Wang, Greg Huber, Michael Kirby, Mark D. Shattuck, Corey S. O’Hern

published 19 Aug 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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Parallel Key Frame Extraction for Surveillance Video Service in a Smart City

Ran Zheng, Chuanwei Yao, Hai Jin, Lei Zhu, Qin Zhang, Wei Deng

published 18 Aug 2015

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A Novel Classification Algorithm Based on Incremental Semi-Supervised Support Vector Machine

Fei Gao, Jingyuan Mei, Jinping Sun, Jun Wang, Erfu Yang, Amir Hussain

published 14 Aug 2015

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Fast, Simple and Accurate Handwritten Digit Classification by Training Shallow Neural Network Classifiers with the ‘Extreme Learning Machine’ Algorithm

Mark D. McDonnell, Migel D. Tissera, Tony Vladusich, André van Schaik, Jonathan Tapson

published 11 Aug 2015

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Forecasting Seizures Using Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy

Benjamin H. Brinkmann, Edward E. Patterson, Charles Vite, Vincent M. Vasoli, Daniel Crepeau, Matt Stead, J. Jeffry Howbert, Vladimir Cherkassky, Joost B. Wagenaar, Brian Litt, Gregory A. Worrell

published 04 Aug 2015

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Sample Selection for Training Cascade Detectors

Noelia Vállez, Oscar Deniz, Gloria Bueno

published 21 Jul 2015

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SNBRFinder: A Sequence-Based Hybrid Algorithm for Enhanced Prediction of Nucleic Acid-Binding Residues

Xiaoxia Yang, Jia Wang, Jun Sun, Rong Liu

published 15 Jul 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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Improved Prediction of Preterm Delivery Using Empirical Mode Decomposition Analysis of Uterine Electromyography Signals

Peng Ren, Shuxia Yao, Jingxuan Li, Pedro A. Valdes-Sosa, Keith M. Kendrick

published 10 Jul 2015

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