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Machine learning

Reinforcement learning produces dominant strategies for the Iterated Prisoner’s Dilemma

Marc Harper, Vincent Knight, Martin Jones, Georgios Koutsovoulos, Nikoleta E. Glynatsi, Owen Campbell

published 11 Dec 2017

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Process service quality evaluation based on Dempster-Shafer theory and support vector machine

Feng-Que Pei, Dong-Bo Li, Yi-Fei Tong, Fei He

published 08 Dec 2017

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Driver fatigue detection through multiple entropy fusion analysis in an EEG-based system

Jianliang Min, Ping Wang, Jianfeng Hu

published 08 Dec 2017

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Unsupervised morphological segmentation of tissue compartments in histopathological images

Shereen Fouad, David Randell, Antony Galton, Hisham Mehanna, Gabriel Landini

published 30 Nov 2017

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High-accuracy detection of early Parkinson's Disease using multiple characteristics of finger movement while typing

Warwick R. Adams

published 30 Nov 2017

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Socioeconomic characterization of regions through the lens of individual financial transactions

Behrooz Hashemian, Emanuele Massaro, Iva Bojic, Juan Murillo Arias, Stanislav Sobolevsky, Carlo Ratti

published 30 Nov 2017

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Analyzing cross-college course enrollments via contextual graph mining

Yongzhen Wang, Xiaozhong Liu, Yan Chen

published 29 Nov 2017

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Ensemble machine learning and forecasting can achieve 99% uptime for rural handpumps

Daniel L. Wilson, Jeremy R. Coyle, Evan A. Thomas

published 28 Nov 2017

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An analytical approach to sparse telemetry data

Michael J. Kinney, David Kacev, Suzanne Kohin, Tomoharu Eguchi

published 28 Nov 2017

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Inattention in primary school is not good for your future school achievement—A pattern classification study

Astri J. Lundervold, Tormod Bøe, Arvid Lundervold

published 28 Nov 2017

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Performance of thigh-mounted triaxial accelerometer algorithms in objective quantification of sedentary behaviour and physical activity in older adults

Jorgen A. Wullems, Sabine M. P. Verschueren, Hans Degens, Christopher I. Morse, Gladys L. Onambélé

published 20 Nov 2017

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Per-service supervised learning for identifying desired WoT apps from user requests in natural language

Young Yoon

published 17 Nov 2017

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A model-guided symbolic execution approach for network protocol implementations and vulnerability detection

Shameng Wen, Qingkun Meng, Chao Feng, Chaojing Tang

published 16 Nov 2017

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