Programme
Sunday, May 27th
19:30 : Welcome Cocktail
Monday, May 28th
Morning
09:00 : Welcome Address
09:10 : Opening Address
- Minimum Classification Error vs. Maximum Margin: How Should We Penalize Unseen Samples?
Shigeru KATAGIRI (Doshisha Univ., Japan)
09:45 : Keynote Address
- Algorithms for Signal Reconstruction and Learning Under Sparsity and Structured Sparsity Regulation.
Mario A. T. FIGUEIREDO (IST Lisbon, Portugal)
10:20 : Session 1: Advanced Machine Learning
Chair: Mario A. T. Figueiredo. (IST Lisbon, Portugal).
- Complex Support Vector Regression
P. BOUBULIS1, S. THEODORIDIS1, and C. MAVROFORAKIS2
(1: Univ. of Athens, Greece; 2: Boston Univ., USA)
- Steady State MSE Analysis of Convexly Constrained Mixture Models
M. DOMMEZ and S. KOZAT
(Koc Univ., Turkey)
- Accelerating the Convergence of a Decision-based Algorithm for Blind Equalization of QAM Signals
J.M. FILHO, M. MIRANDA, and M. SILVA
(Univ. São Paulo, Brazil)
- Structured Sparsity Regularization Approach to the EEG Inverse Problems
J. MONTOYA-MARTÍNEZ1, A. ARTÉS-RODRÍGUEZ1, L. K. HANSEN2, and M. PONTIL3
(1: UCIIIM, Spain; 2: DTU, Denmark; 3: Univ. College London, UK)
- Semi-supervised Dictionary Learning for Network-wide Link Load Prediction
P. A. FORERO, K. RAJAWAT, G. B. GIANNAKIS
(Univ. of Minnesota, USA)
11:35 : Coffee break
12:00 : Special Session 1: Collaborative and Distributed Signal Processing for Wireless Networks
Chair : Carlos ANTÓN-HARO (CTTC, Spain)
- Decentralized Detection with Energy-aware Greedy Selective Sensors
J. FERNÁNDEZ-BES, J. CID-SUEIRO
(UCIIIM, Spain)
- Robust Estimation of Spatial Fields with Compressed Observations and Imperfect Phase Estimation in M2M Capillary Networks
J. MATAMOROS and C. ANTÓN-HARO
(CTTC, Spain)
- Joint Optimization of Sensing and Radio Resource Allocation in Collaborative Femtocell Networks
S. BARBAROSSA and S. SANDRELLI
(Univ. La Sapienza, Italy)
- Antennas Deployment Optimization in Coordinated Multipoint Processing with Local Beamforming
J. GAMBINI and U. SPAGNOLINI
(Politecnico di Milano, Italy)
13:00 : End of morning sessions
Afternoon /Evening
15:00 : IARP Invited Lecture
- Distributed vs. Centralized: The Role of Network
Jose M. F. MOURA (CMU, USA)
15:35 : Session 2: Distributed and Cooperative Processing
Chair: Jose M. F. Moura (CMU, USA)
- Performance of Waterfilling-based Schemes for Interference Cancellation in 4G Networks
M. L. PABLO-GONZÁLEZ1, A. GARCÍA-ARMADA2, M. SÁNCHEZ-FERNÁNDEZ2, A. PASCUAL-ISERTE3 and M. PAYARÓ4
(1:Telefónica I+D, Spain; 2:UCIIIM, Spain; 3:UPC, Spain; 4: CTTC, Spain)
- Diffusion Gradient Temporal Difference for Cooperative Reinforcement Learning with Linear Function Approximation
S. VALCÁRCEL-MACUA, P. BELANOVIC, and S. ZAZO
(UPM, Spain)
- Clustering via Diffusion Adaption over Networks
X. ZHAO and A. SAYED
(UCLA, USA)
- Effective Information Flow over Mobile Adaptive Networks
S. –Y. TU and A. SAYED
(UCLA, USA)
16:35 : Break
16:45 : Special Session 2: Cognitive Radio
Co-chairs: Fernando PÉREZ- GONZÁLEZ and Carlos MOSQUERA (Univ. Vigo, Spain)
- Low Power Architecture for Wideband Spectrum Sensing
S. P. CHEPURI1, R. DE FRANCISCO2 and G. LEUS1
(1: Delft Univ. of Technology, The Netherlands; 2: Holst Centre Eindhoven, The Netherlands )
- Overlay Cognitive Transmission in OFDM Point to Point Systems Exploiting Primary Feedback
A. RICO-ALVARIÑO and C. MOSQUERA
(Univ. de Vigo, Spain)
- Detection of Unknown Constant Magnitude Signals in Time-varying Channels
D. ROMERO and R. LÓPEZ-VALCARCE
(Univ. de Vigo, Spain)
- Licensing Open Spectrum Systems
M. A. VÁZQUEZ1, A. PÉREZ1,2, and M. A. LAGUNAS1,2.
(1: CTTC, Spain; 2: UPM, Spain)
- Wideband PHY/MAC Bandwidth Aggregation Optimization for Cognitive Radios
Y. LI, S. JAYAWEERA, and C. CHISTODOULOU
(UNM, USA)
- A Cognitive Scheme for Radio Admission Control in LTE Systems
B. BOJOVIC, N. BALDO, and P. DINI
(CTTC, Spain)
- Correntropy-based Spectrum Sensing for Wireless Microphones in Man-made Noise Environments
J. LEE and J. C. PRINCIPE
(Univ. of Florida, USA)
18:30 : End of afternoon / evening sessions
Tuesday, May 29th
Morning
08:45 : Keynote Address
- Sleights of Mind: What the Neuroscience of Magic Reveals about Our Brains
Susana MARTINEZ-CONDE and Stephen L. MACKNIC (Barrow Neurological Inst., USA)
09:20 : Keynote Address
- Transfer Learning in a Heterogeneous Environment
Massimiliano PONTIL (Univ. College London, UK)
09:55 : Coffee Break
10:15 : Keynote Address
- Reverse Engineering of Integrated Circuits Using Machine Learning
Lior ROKACH (Ben Gurion Univ. at The Neguev, Israel)
10:50 : Session 3: Applications of Cognitive Signal Processing
Chair: Sergios Theodoridis (U. Athens, Greece)
- Stream Analytics for Utilities. Predicting Power Supply and Demand in a Smart Grid
L. LAFUENTE, M. COUCEIRO, and R. FERRANDO
(Ericsson Research Madrid, Spain)
- An Extended Perspective of Evidential Aggregation Rules in Machine Conditions Monitoring
U. MONKS, K. VOTH, and V. LOHWEG
(Ostwestfalen-Lippe Univ. Germany)
- Sparse Robust Matrix Tri-factorization with Application to Cancer Genomics
S. –J. KIM, T. HWANG, and G. GIANNAKIS
(Univ. of Minessota, USA)
- Data-driven Approaches to Augment Clinical Decision in EMR Era
K. MANE1, C. SCHMITT1, P. OWEN1, K. GERSING2, and S. AHALT1
(1: Univ. of North Carolina, USA; 2: Duke Univ., USA)
- Analysis of Ventricular Fibrillation Signals Using Feature Selection Methods
J. CARAVACA, A. J. SERRANO-LÓPEZ, E. SORIA-OLIVAS, P. ESCANDELL-MORENO, J. M. MARTINEZ-MARTINEZ , and J. F. GUERRERO-MARTÍNEZ
(Univ. of Valencia, Spain)
- Fundamental Frequency Estimation in Arterial Fibrillation Signals Using Correntropy and Fourier Organization Analysis
Ó. BARQUERO-PÉREZ1, L. SÖRNMO2, R. GOYA-ESTEBAN1, I. MORA-JIMÉNEZ1, A. GARCÍA-ALBEROLA3, and J. L. ROJO-ÁLVAREZ1
(1: URJC, Spain; 2: Univ. of Lund, Sweden; 3: Hospital Virgen de la Arrixaca, Spain )
- FMRI Brain Mapping with Kernels
M. MARTÍNEZ-RAMÓN1, M. C. GOMEZ-VILELA1, V. GÓMEZ-VERDEJO1, and A. OLIVIERO2
(1: UCIIIM, Spain; 2: H. N. Parapléjicos Toledo, Spain )
12:35 : End of morning sessions
Wednesday, May 30th
Morning
08:45 : Keynote Address
- Attention as a Machine Learning Problem
Lars-Kai HANSEN (DTU, Denmark)
09:20 : Session 4: Cognitive Modeling, Processing, Decision Making, and Human-Machine Interaction (Pt. 1)
Chair: Antonio Artés-Rodríguez (UCIIIM, Spain)
- Cognitive Semantic Networks: Emotional Verbs Throw a Tantrum but Don’t Bite
M. K. PETERSEN and L. –K. HANSEN
(DTU, Denmark)
- Investigating and Modeling the Effects of Cognitive Factors on Multisensory Perception Using Skin Conductance
P. BESSON, L. BRINGOUX, S. GIRAUD, and C. BOURDIN
(CNRS and Ais Marseille Univ., France)
- Detecting Hierarchical Structure in Networks
T. HERLAU, M. MØRUP, M. SCHMIDT, and L. –K. HANSEN
(DTU, Denmark)
- Human Activity Recognition Using Inertial Sensors with Invariance to Sensor Orientation
B. FLORENTINO-LIAÑO, N. O’MAHONY, and A. ARTÉS-RODRÍGUEZ
(UCIIIM, Spain)
10:20 : Coffee break
10:45 : Session 4: Cognitive Modeling, Processing, Decision Making, and Human-Machine Interaction (Pt. 2)
Chair: Lars-Kai Hansen (DTU, Denmark)
- An Adversarial Risk Analysis Model for a Decision Agent Facing Multiple Users
P. GÓMEZ-ESTEBAN1, J. F. GUERRERO-RÁZURI1, and D. RÍOS-INSUA2
(1: URJC, Spain; 2: Royal Academy of Sciences, Spain )
- Game Theoretic Mechanism Design Applied to Machine Learning Classification
C. VINEYARD1,2, G. HEILEMAN1, S. VERZI1,2, and R. JORDAN1
(1: UNM, USA; 2: Sandia National Labs., USA)
- Pattern Discovery Using Semantic Network Analysis
R. BURK1, A. CHAPPELL2, M. GREGORY2, C. JOSYLIN2, and L. MCGRATH2
(1: Batelle Memorial Institute, USA; 2: Pacific Northwestern National Lab., USA)
- Combined-order Hidden Markov Models for Reverberation-robust Speech Recognition
R. MAAS, S. KOTHA, A. SEHR, and W. KELLERMANN
(Univ. of Erlangen-Nuremberg, Germany)
11:45 : Special Session 3: Cognitive Audio Modeling and Crowd Sourcing
Co-Chairs: Jan LARSEN (DTU, Denmark) and Jerónimo ARENAS-GARCÍA (UCIIIM, Spain)
- Characterization of the Free Sound Online Community
F. FONT, G. ROMA, P. HERRERA and X. SERRA
(Univ. Pompeu Fabra, Spain)
- Towards Lyrics Spotting in the SyncGlobal Project
C. DITTMAR, P. MERCADO, H. GROSSMAN, and E. CANO
(Freuhofer Inst. Digital Media Technology, Germany)
- Cognitive Music Modelling: An Information Dynamics Approach
S.A. ABDALLAH, H. EKEUS, P.A. FOSTER, A. ROBERTSON, and M.D. PLUMBEY
(Queen Mary Univ. of London, UK)
12:45 : End of morning sessions
Afternoon/Evening
14:45 : Session 5: Cognitive Communications, Radar, Surveillance, and Navigation
Chair: Luis Castedo (U. Coruña, Spain)
- A Novel Method for Text Page Up/Down Orientation Detection Based on Punctuation Marks
M. ZHU, Y. LIAO, and X. DENG
(East China Normal Univ., China)
- Parameter Estimation for Space Surveillance Based on Sparse Reconstruction
J. HUANG, W. HU, X. DU, and B. GONG
(National Univ. of Defense Technology, China)
- A Novel Sequential Bayesian Approach to GPS Acquisition
N. O’MAHONY and F. PÉREZ-CRUZ
(UCIIIM, Spain)
- A Decision-Aided Channel Estimation Strategy for the IEEE 802.11p Standard
A. DAPENA, T.M. FERNÁNDEZ-CARAMÉS, J.A. NAYA-GARCÍA, and L. CASTEDO
(Univ. da Coruña, Spain)
- The ETSI BRAN 1Gbps/km2 Cost-efficient Cognitive Communications Architecture
P. BLASCO and M. DOHLER
(CTTC, Spain)
16:15 : Break
16:30 : Session 6: Information Mining
Chair: Lior Rokach (Ben Gurion U. at the Negev, Israel)
- Combining Semantics and Acoustic Features for Valence and Arousal Recognition of Speech
S.G. KARADOGAN and J. LARSEN
(DTU, Denmark)
- A Novel Training Method for PHMMs
H. OZKAN1, A. AKMAN2, S. ERGÜT3, and S.S. KOZAT1
(1: Kic Univ., Turkey; 2: Turk Telekom Group R&D Ankara, Turkey; 3: AveaLabs Istambul, Turkey)
- A Hold-out Method to Correct PCA Variance Inflation
P. GARCÍA-MORENO1, A. ARTÉS-RODRÍGUEZ1, and L. –K. HANSEN2
(1: UCIII, Spain; 2: DTU, Denmark)
17:15 : Closing Ceremony
17:30 : End of the workshop