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Machine learning algorithms

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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Genomics and Machine Learning for Taxonomy Consensus: The Mycobacterium tuberculosis Complex Paradigm

Jérôme Azé, Christophe Sola, Jian Zhang, Florian Lafosse-Marin, Memona Yasmin, Rubina Siddiqui, Kristin Kremer, Dick van Soolingen, Guislaine Refrégier

published 08 Jul 2015

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A Generalizable Brain-Computer Interface (BCI) Using Machine Learning for Feature Discovery

Ewan S. Nurse, Philippa J. Karoly, David B. Grayden, Dean R. Freestone

published 26 Jun 2015

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Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions

Tomislav Hengl, Gerard B. M. Heuvelink, Bas Kempen, Johan G. B. Leenaars, Markus G. Walsh, Keith D. Shepherd, Andrew Sila, Robert A. MacMillan, Jorge Mendes de Jesus, Lulseged Tamene, Jérôme E. Tondoh

published 25 Jun 2015

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FctClus: A Fast Clustering Algorithm for Heterogeneous Information Networks

Jing Yang, Limin Chen, Jianpei Zhang

published 19 Jun 2015

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Predicting Positive and Negative Relationships in Large Social Networks

Guan-Nan Wang, Hui Gao, Lian Chen, Dennis N. A. Mensah, Yan Fu

published 15 Jun 2015

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