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Preprocessing

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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Hedge Scope Detection in Biomedical Texts: An Effective Dependency-Based Method

Huiwei Zhou, Huijie Deng, Degen Huang, Minling Zhu

published 28 Jul 2015

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Simultaneous Decomposition of Depression Heterogeneity on the Person-, Symptom- and Time-Level: The Use of Three-Mode Principal Component Analysis

Rei Monden, Klaas J. Wardenaar, Alwin Stegeman, Henk Jan Conradi, Peter de Jonge

published 15 Jul 2015

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An Automated, Adaptive Framework for Optimizing Preprocessing Pipelines in Task-Based Functional MRI

Nathan W. Churchill, Robyn Spring, Babak Afshin-Pour, Fan Dong, Stephen C. Strother

published 10 Jul 2015

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Pupil Dilation and EEG Alpha Frequency Band Power Reveal Load on Executive Functions for Link-Selection Processes during Text Reading

Christian Scharinger, Yvonne Kammerer, Peter Gerjets

published 15 Jun 2015

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The Filament Sensor for Near Real-Time Detection of Cytoskeletal Fiber Structures

Benjamin Eltzner, Carina Wollnik, Carsten Gottschlich, Stephan Huckemann, Florian Rehfeldt

published 21 May 2015

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Multiplexed Component Analysis to Identify Genes Contributing to the Immune Response during Acute SIV Infection

Iraj Hosseini, Lucio Gama, Feilim Mac Gabhann

published 18 May 2015

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Automated Glioblastoma Segmentation Based on a Multiparametric Structured Unsupervised Classification

Javier Juan-Albarracín, Elies Fuster-Garcia, José V. Manjón, Montserrat Robles, F. Aparici, L. Martí-Bonmatí, Juan M. García-Gómez

published 15 May 2015

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Stimulus Set Meaningfulness and Neurophysiological Differentiation: A Functional Magnetic Resonance Imaging Study

Melanie Boly, Shuntaro Sasai, Olivia Gosseries, Masafumi Oizumi, Adenauer Casali, Marcello Massimini, Giulio Tononi

published 13 May 2015

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Uniform Local Binary Pattern Based Texture-Edge Feature for 3D Human Behavior Recognition

Yue Ming, Guangchao Wang, Chunxiao Fan

published 05 May 2015

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A Memory-Efficient Deterministic Finite Automaton-Based Bit-Split String Matching Scheme Using Pattern Uniqueness in Deep Packet Inspection

HyunJin Kim, Kang-Il Choi, Sang-Il Choi

published 04 May 2015

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Automated Detection of Soma Location and Morphology in Neuronal Network Cultures

Burcin Ozcan, Pooran Negi, Fernanda Laezza, Manos Papadakis, Demetrio Labate

published 08 Apr 2015

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Uniform Sampling of Steady States in Metabolic Networks: Heterogeneous Scales and Rounding

Daniele De Martino, Matteo Mori, Valerio Parisi

published 07 Apr 2015

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