4th International Workshop on Cognitive Information Processing

May 26-28, 2014     Bella Sky Hotel, Copenhagen, Denmark


Monday May 26, 2014
9:00-9:30Opening Session
General Chair, Professor Lars Kai Hansen, DTU Compute, Denmark
9:30-10:30Keynote Lecture: Multimodal Imaging, Non-stationarity and Brain-Computer Interfacing

Professor Klaus-Robert Müller
Department of Software Engineering and Theoretical Computer Science, TU Berlin, Germany

Chair: Lars Kai Hansen, DTU Compute, Denmark

10:30-11:00Coffee Break
11:00-12:00Oral Session: Biomedical Applications
Chair: Søren Hauberg, DTU Compute, Denmark

11:00Decoding Index Finger Position From EEG Using Random Forests
Sebastian Weichwald, Timm Meyer, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
11:20Amplitude Of N400 Component Unaffected By Lexical Priming For Moderately Constraining Sentences
Elvira Khachatryan, Marijn Van Vliet, Simon De Deyne, Gerrit Storms, Hovhannes M Manvelyan, Marc M Van Hulle
11:40In The Twinkling Of An Eye: Synchronization Of EEG And Eye Tracking Based On Blink Signatures
Per Bækgaard, Michael Kai Petersen, Jakob Eg Larsen
13:00-14:00Keynote Lecture: Sensory Analysis - A Research Paradigm for Linking Perception and Physics/Signal Processing

Head of Research, Professor Søren Bech
Bang and Olufsen A/S and Aalborg University, Denmark

Chair: Jan Larsen, DTU Compute, Denmark

14:00-14:40Special Cosound Session on Interacting with Audio
Chair: Jan Larsen, Technical University of Denmark, Denmark

14:00A Closer Look At Deep Learning Neural Networks With Low-Level Spectral Periodicity Features
Bob Sturm, Corey Kereliuk, Aggelos Pikrakis
14:20Those Who Played Were Listening To The Music? Immersion And Dynamic Music In The Ludonarrative.
Hans-Peter Gasselseder
14:40-15:10Coffee Break
15:10-15:55Invited Lecture: Sonic Interaction Design in Experimental Music, Virtual Reality, Cultural Heritage and the Automotive Industry

Professor Stefania Serafin
Department of Architecture, Design and Media Technology, Aalborg University, Copenhagen, Denmark

Chair: Jan Larsen, DTU Compute, Denmark

15:55-16:55Oral Session: Sound and Audio Systems
Chair: Jan Larsen, Technical University of Denmark, Denmark

15:55Automatic Detection Of Microphone Handling Noise
Paul Kendrick, Trevor J Cox, Francis F Li, Bruno m Fazenda, Iain R Jackson
16:15Compression-Based Geometric Pattern Discovery In Music
David Meredith
16:35Using The Echo Nest’s Automatically Extracted Music Features For A Musicological Purpose
Jesper Steen Andersen
17:00-19:00Welcome Reception
Bella Sky Hotel

Tuesday May 27, 2014
9:00-10:00Keynote Lecture: Exploratory and Contextual Search with Interactive Intent Modelling

Professor Samuel Kaski
Aalto University and University of Helsinki, Finland

Chair: Lars Kai Hansen, DTU Compute, Denmark

10:00-10:30Coffee Break
10:30-11:30Oral Session: Structure Modeling
Chair: Jerónimo Arenas-García, University Carlos III of Madrid, Spain

10:30Simultaneous Localisation And Planning
William Penny
10:50Fast Evidence-Based Information Fusion
Uwe Mönks, Volker Lohweg
11:10Belief Propagation And Learning In Convolution Multi-Layer Factor Graphs
Francesco A. n. Palmieri, Amedeo Buonanno
11:30-12:00Round Table Discussion

Participants:Reader William Penny, University College London, United Kingdom
Professor Jose Principe, University of Florida, USA
Professor Sergios Theodoridis, University of Athens, Greece
Professor Aníbal R. Figueiras Vidal, University Carlos III of Madrid, Spain
Professor Samuel Kaski, Aalto University and University of Helsinki, Finland
Chair: Jan Larsen, DTU Compute, Denmark
13:00-14:00Keynote Lecture: A Cognitive Architecture for Object Recognition in Video

Professor Jose C. Principe
BellSouth Professor and Director, Computational NeuroEngineering Lab, University of Florida, USA

Chair: Jan Larsen, DTU Compute, Denmark

14:00-15:00Oral Session: Image Processing
Chair: Sergios Theodoridis, University of Athens, Greece

14:00Application Of Factor Graphs To Multi-Camera Fusion For Maritime Tracking
Francesco Castaldo, Francesco A. n. Palmieri
14:20Robust Image Denoising In RKHS Via Orthogonal Matching Pursuit
Pantelis Bouboulis, George Papageorgiou, Sergios Theodoridis
14:40A New Hand Gesture Recognition Algorithm Based On Joint Color-Depth Superpixel Earth Mover’s Distance
Chong Wang, Shing-Chow Chan
15:00-15:20Coffee Break
15:20-15:40Oral Session: Communication
Chair: Søren Holdt Jensen, Aalborg University, Denmark

15:20Infinite Factorial Unbounded Hidden Markov Model For Blind Multiuser Channel Estimation
Isabel Valera, Francisco J. r. Ruiz, Fernando Perez-Cruz
16:00-22:00Excursion and Banquet Dinner

Wednesday May 28, 2014
9:00-9:45Invited Lecture: Ear-EEG - A Novel Brain Monitoring Methodology

Professor Preben Kidmose
Department of Engineering, Aarhus University, Denmark
Professor Danilo Mandic
Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom

Chair: Lars Kai Hansen, DTU Compute, Denmark

9:45-10:25Special Session: Advances in EEG Modeling
Chair: Lars Kai Hansen, DTU Compute

9:45Emotional Responses As Independent Components In EEG
Camilla Birgitte Falk Jensen, Michael Kai Petersen, Jakob Eg Larsen
10:05Structured Sparse-Low Rank Matrix Factorization For The EEG Inverse Problem
Jair Montoya-Martínez, Antonio Artés-Rodríguez, Massimiliano Pontil
10:25-10:45Coffee Break
10:45-12:05Oral Session: Machine Learning Theory and Applications
Chair: Morten Mørup, DTU Compute, Denmark

10:45Channel Parameters Estimation For Cognitive Radar Systems
Pietro Stinco, Maria Sabrina Greco, Fulvio Gini, Braham Himed
11:05A Comparative Study Of Two Popular Families Of Sparsity-Aware Adaptive Filters
Bijit Kumar Das, Jeronimo Arenas Garcia
11:25Discovering Hierarchical Structure In Normal Relational Data
Mikkel N. Schmidt, Tue Herlau, Morten Mørup
11:45Laplace Approximation With Gaussian Processes For Volatility Forecasting
Luis Muñoz-González, Miguel Lázaro-Gredilla, Aníbal Ramón Figueiras-Vidal
12:05-12:15Wrap Up and Goodbye
Lars Kai Hansen, DTU Compute, Denmark
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