MLESP 2018 workshop has received 22 submissions and only 16 papers have been accepted by the program committee.
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MLESP 2018 Accepted Papers
Paper ID: S27201
Title: Active Learning for Semiautomatic Sleep Staging and Transitional EEG Segments
Authors: Martin Macas, Nela Grimova, Vaclav Gerla, Lenka Lhotska, and Elisaveta Saifutdinova
Paper ID: S27203
Title: Localizing Current Dipoles from EEG Data Using a Birth–Death Process
Authors: Keita Nakamura, Sho Sonoda, Hideitsu Hino, Masahiro Kawasaki, Shotaro Akaho, and Noboru Murata
Paper ID: S27204
Title: Convolutional Neural Networks for Epileptic Seizure Prediction
Authors: Matthias Eberlein, Raphael Hildebrand, Ronald Tetzlaff, Nico Hoffmann, Levin Kuhlmann, Benjamin Brinkmann, and Jens Müller
Paper ID: S27205
Title: Deep Convolutional Autoencoder for EEG Noise Filtering
Authors: Niago Leite, Eanes Pereira, Edmar Gurjão, and Luciana Veloso
Paper ID: S27206
Title: Heuristic Active Learning for the Prediction of Epileptic Seizures Using Single EEG Channel
Authors: Joao Marcos Correia Marques, Hilda A. Cerdeira, Edgar Tanaka, Conrado de Vitor, and Paula Gomez
Paper ID: S27207
Title: Focal EEG signal detection based on constant-bandwidth TQWT filter-banks
Authors: Vipin Gupta, Anurag Nishad, and Ram Bilas Pachori
Paper ID: S27209
Title: Single-Trial EEG Predicts Memory Retrieval Using Leave-One-Subject-Out Classification
Authors: Kueida Liao, Matthew Mollison, Tim Curran, and Virginia de Sa
Paper ID: S27210
Title: Mutual Information-Based Electrode Selection Extended With Prior Knowledge For Use in Brain-Computer Interfacing
Authors: Ruben Moermans, Benjamin Wittevrongel, and Marc Van Hulle
Paper ID: S27211
Title: EEG Signal Classification for BCI based on Neural Network
Authors: Kathia Chenane and Youcef Touati
Paper ID: S27213
Title: Machine learning for EEG-based biomarkers in Parkinson’s disease
Authors: M. Isabel Vanegas, M. Felice Ghilardi, Simon P. Kelly, and Annabelle Blangero
Paper ID: S27214
Title: Detection of sleep spindles in NREM 2 sleep stages : Preliminary study & benchmarking of algorithms
Authors: Olivier Pallanca, Sammy Khalife, and Jesse Read
Paper ID: S27215
Title: Comparison between Single, Dual and Triple Rapid Serial Visual Presentation Paradigms for P300 Speller
Authors: Amir Mohamad Mijani, Mohammad Bagher Shamsollahi, Mohsen Sheikh Hassani, and Shayan Jalilpour
Paper ID: S27216
Title: Expert-in-the-loop Learning for Sleep EEG Data
Authors: Vaclav Gerla, Vaclav Kremen, Martin Macas, Elizaveta Saifutdinova, Arnost Mladek, and Lenka Lhotska
Paper ID: S27217
Title: Resting state EEG based depression recognition research using voting strategy method
Authors: Jing Yang, Junhong Niu, Shuai Zeng, Ying Wang, Rong La, Wandeng Mao, and Hanshu Cai
Paper ID: S27218
Title: Spatial Correlation Preserving EEG Dimensionality Reduction Using Machine Learning
Authors: Haymanot Gebre-Amlak, Hoang (Mark) Nguyen, Jesse Lowe, Ala-Addin Nabulsi, and Narisa Chu
Paper ID: B276
Title: Correlated Attention Networks for Multimodal Emotion Recognition
Authors: Jie-Lin Qiu, Xiao-Yu Li, and Kai Hu
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All accepted papers will be published in the BIBM proceedings and IEEE Xplore Digital Library.
