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ThinkMind // COGNITIVE 2014, The Sixth International Conference on Advanced Cognitive Technologies and Applications

Type: conference

Download: COGNITIVE 2014 cover page

Download: COGNITIVE 2014 foreword page

Download: COGNITIVE 2014 committee page

Download: COGNITIVE 2014 table of contents

Download: COGNITIVE 2014 full proceedings

Notes: IARIA Conference.

Hakim Lounis, UQAM, Canada
Darsana Josyula, Bowie State University; University of Maryland, College Park, USA

Event editions: - there are 12 editions.

ISSN: 2308-4197

ISBN: 978-1-61208-340-7

Location: Venice, Italy

Dates: from May 25, 2014 to May 29, 2014

Articles: there are 46 articles

Modeling Interaction in Automated E-Coaching - A Case from Insomnia Therapy
Robbert Jan Beun, Fiemke Griffioen-Both, René Ahn, Siska Fitrianie, and Jaap Lancee
keywords: cooperative agent; interaction model; e-coaching; cognitive behavioral therapy; insomnia

Towards Agent-based Data Privacy Engineering
Kato Mivule
keywords: Data privacy engineering; autonomous agents; statistical disclosure control

Improving Skills Management using Objectives within a Multi-Agent System
Olivier Chator and Jean-Marc Salotti
keywords: Multi-agent systems; objectives; skills; governance

Discriminative Learning of Relevant Percepts for a Bayesian Autonomous Driver Model
Mark Eilers and Claus Möbus
keywords: Probabilistic Driver Models; Bayesian Autonomous Driver Models; Machine-Learning; Structure-Learning; Discriminative Learning

Modelling Spatial Understanding: Using Knowledge Representation to Enable Spatial Awareness in a Robotics Platform
Martin Lochner, Charlotte Sennersten, Ahsan Morshed, and Craig Lindley
keywords: Human Robot Interaction; Autonomous Navigation; Knowledge Representation; Spatial Ontology

Consensus Making Algorithms based on Invariants Perception for Cognitive Sharing in Multi-Robot
Shodai Tomita, Kosuke Sekiyama, and Toshio Fukuda
keywords: cognitive sharing; multi-robot; consensus making

The Role of of Expert Judgement in Optimising Preventive Maintenance and System Architecture
Shawulu Nggada and Yiannis Papadopoulos
keywords: Maintenance; expert judgement; optimisation; genetic algorithm.

Two Approaches to Implementing Metacognition
Emily Hand, Darsana Josyula, Matthew Paisner, Elizabeth McNany, Donald Perlis, and Michael Cox
keywords: Metacognition; Dialog Management

Recognition of Unspoken Words Using EEG Signals
May Salama, Loa'ay ElSherif, Haytham Lashin, and Tarek Gamal
keywords: electroencephalograhic signal; unspoken speech; recognition.

Motorsport Driver Workload Estimation in Dual Task Scenario. A Methodology for Assessing Driver Workload in a Racing Simulator
Luca Baldisserri, Riccardo Bonetti, Francesco Pon, Leandro Guidotti, Maria Giulia Losi, Roberto Montanari, Francesco Tesauri, and Simona Collina
keywords: Distraction; driver; dual task; motorsport; multitasking; racing; simulator; stress; track; training; workload

ACT-R Meets Usability
Nele Russwinkel and Sabine Prezenski
keywords: Keywords-usability; cognitive modeling; ACT-R; mobile applications;

HORUS: A Configurable Reasoner for Dynamic Ontology Management
Giovanni Lorenzo Napoleoni, Maria Teresa Pazienza, and Andrea Turbati
keywords: Ontology Management; Reasoner; Formal Language

An Ontology and Brain Model-based Semantic Discovery and Visualization System
Xia Lin, Mi Zhang, Yue Shang, and Yuan An
keywords: Information visualization; Brain models for information retrieval; Semantic browsing; Neuroscience ontology; Visual interface design

Linked Closed Data Using PKI: A Case Study on Publishing and Consuming data in a Forensic Process
Tamer Fares Gayed, Hakim Lounis, and Moncef Bari
keywords: Linked Open Data; Linked Data Principles; Linked Closed Data; Public Key Infrastructure; Digital Certificates, Cyber Forensics, Chain of Custody

Using Resevoir Computing for Wind Ramp Events Classification and Prediction
Tatyana Mendonça Pio dos Santos and Mêuser Jorge Silva Valença
keywords: ramp events; wind power forecast; reservoir computing; neural networks; mlp.

Missing Categorical Data Imputation for FCM Clusterings of Mixed Incomplete Data
Takashi Furukawa, Shin-ichi Ohnishi, and Takahiro Yamanoi
keywords: clustering; incomplete data; mixed data; FCM.

Evaluating AOU e-Learning Platform Based on Khan's Framework
Bayan Abu-Shawar
keywords: e-Learning platform; Khan’s framework; LMS; e-Learning; blended learning.

Emotion Classification Based on Bio-Signals Using Machine Learning Algorithms
Eun-Hye Jang, Byoung-Jun Park, Sang-Hyeob Kim, Myung-Ae Chung, Yeongji Eum, and Jin-Hun Sohn
keywords: bio-signal; feature extraction; machine learning algorithm

Cognitive Robotics: For Never was a Story of More Owe than This
Emanuel Diamant
keywords: Cognitive robotics; information; physical information; semantic information.

Mechanical Cognitivization
Gideon Avigad and Avi Weiss
keywords: cognitive robotics; developmental robotics; evolutionary algorithms.

A Design of Memory-based Learning Classifier usign Genteic Strategy for Emotion Classification
Byoung-Jun Park, Eun-Hye Jang, Sang-Hyeob Kim, Chul Huh, and Myung-Ae Chung
keywords: memory-based learning; emotion classification; pysiological signals; genetic algorithms

A HMM Model Based on Perceptual Codes for On-line Handwriting Generation
Hala Bezine, Wafa Ghanmi, and Adel Alimi
keywords: Human reading; Cursive handwriting synthesis; Hidden Markov Models; Global perceptual codes; Beta-elliptic model.

How to Make Robots Feel and Social as Humans
Aleksandar Rodić and Miloš Jovanović
keywords: emotional intelligence; emotion-driven behavior; social robots; embodied mind; affective computing;

A Study of Retrieval Algorithms of Sparse Messages in Networks of Neural Cliques
Ala Aboudib, Vincent Gripon, and Xiaoran Jiang
keywords: associative memory; sparse coding; parsimony; iterative retrieval; threshold control

Cognitive Linguistic Representation of Legal Events: Towards a Semantic-based Legal Information Retrieval
Anderson Bertoldi, Rove Luiza de Oliveira Chishman, Sandro José Rigo, and Thaís Domênica Minghelli
keywords: knowledge representation; semantic modeling; semantic frames; legal information retrieval.

Automatic Classification of Cells Patterns for Triple Negative Breast Cancer Identification
Juan Luis Fernandez-Martınez, Ana Cernea, Enrique J. de Andres-Galiana, Primitiva Menendez-Rodriguez, Jose A. Galvan, and Carmen Garcıa-Pravia
keywords: Artificial Intelligence; Cognition; Cells Patterns; Triple Negative Breast Cancers (TNBC); Machine Learning

An Interval Type-2 Fuzzy Neural Network for Cognitive Decisions
Gang Leng, Anjan Kumar Ray, Thomas Martin McGinnity, Sonya Coleman, Liam Maguire, and Philip Vance
keywords: interval type-2 fuzzy system; self-organising fuzzy neural network; cognitive decisions; modelling capability; robustness

Robust Detection and Tracking of Regions of Interest for Autonomous Underwater Robotic Exploration
Ángel Alejandro Maldonado Ramírez, Luz Abril Torres Méndez, and Edgar Alonso Martínez García
keywords: visual attention models; regions of interest; superpixel segmentation; feature tracking; underwater vision

Creating Confidence Intervals for Reservoir Computing’s Wind Power Forecast using the Maximum likelihood method and the Distribution based method
Breno Menezes and Mêuser Valença
keywords: Reservoir Computing, Confidence Intervals, Maximum Likelihood Method, Distribution Fit.

A Comparative Study of Neural Network Techniques to Perform Early Diagnosis of Alzheimer's Disease
Lara Dantas and Mêuser Valença
keywords: Reservoir Computing; Alzheimer’s Disease; Neural Network

Using Reservoir Computing for Forecasting of Wind Power Generated by a Wind Farm
Bruna Aguiar and Mêuser Valença
keywords: Reservoir computing; forecasting of wind power, artificial neural network, MLP

Training a Cognitive Agent to Acquire and Represent Knowledge from RSS feeds onto Conceptual Graphs
Alexandros Gkiokas and Alexandra I. Cristea
keywords: Cognitive Agent; Reinforcement Learning; Conceptual Graphs; Expert Systems; Imitation Learning.

Cognitive Social Simulation and Collective Sensemaking: An Approach Using the ACT-R Cognitive Architecture
Paul R Smart and Katia Sycara
keywords: collective cognition; sensemaking; distributed cognition; team sensemaking; cognitive architecture.

Handling Seasonality using Metacognition
Kenneth M'Bale and Darsana Josyula
keywords: Metacognition;Learning;Reasoning;Situated Agents;Autonomous Agents

Toward Modeling Task Difficulty: The Case of Chess
Dayana Hristova, Matej Guid, and Ivan Bratko
keywords: Task Difficulty, Problem Solving, Search Trees, Chess, Chess Tactical Problems, Eye Tracking,

The GATM Computer Assisted Reasoning Framework in a Security Policy Reasoning Context
Johan Garcia
keywords: Security policies; GATM; Reasoning; Argumentation

Towards a Cloud-Based Architecture for 3D Object Comprehension in Cognitive Robotics
Charlotte Sennersten, Ahsan Morshed, Martin Lochner, and Craig Lindley
keywords: Eye Tracking/Steering; Human Robot Interaction; Knowledge base; Ontology.

The Behavioural Motivation Model in Open Distance Learning
Oleg Zaikin, Magdalena Malinowska, Lise Busk Kofoed, Ryszard Tadeusiewicz, and Andrzej Żyławski
keywords: motivation model; computer learning platform; knowledge repository; non-cooperative game

The Virtual Patient Simulator of Deep Brain Stimulation in the Obsessive Compulsive Disorder Based on Connectome and 7 Tesla MRI Data
Giorgio Bonmassar and Nikos Makris
keywords: -virtual patient simulator; VPS; deep brain brain stimulation; DBS; obsessive compulsive disorder; OCD; MRI; CT; MRI safety; specific absorption rate; SAR; connectome; 7 Tesla MRI

System for Evaluation of Cognitive Performance under the Emotional Stressors
Kresimir Cosic, Sinisa Popovic, Bernard Kovac, Davor Kukolja, Dragutin Ivanec, and Tanja Jovanovic
keywords: cognitive-emotional interactions; cognitive performance; emotional distractions; cognitive-motor test; multimodal physiological, vocal, facial, and EEG responses

Altered Resting-State Functional Connectivity in Internet Addicts
Jin-Hun Sohn, Ji-Woo Seok, Suk-Hee Kim, and Sunju Sohn
keywords: Resting-state fMRI; Internet addicts; Functional connectivity; Orbitofrontal cortex

Evaluating Data Storytelling Strategies: A Case Study on Urban Changes
Flavia De Simone, Federica Protti, and Roberta Presta
keywords: Human Reasoning; Data Storytelling; Eye Tracking.

A Brain-Computer Interface Speller with a Reduced Matrix: A Case study in a Patient with Amyotrophic Lateral Sclerosis
Ricardo Ron-Angevin, Sergio Varona-Moya, Leandro da Silva-Sauer, and Trinidad Carrión-Robles
keywords: Brain-Computer Interface; P300; Speller; T9 interface, Amyotrophic Lateral Sclerosis

Visual Awareness in Mind Model CAM
Zhongzhi Shi, Jinpeng Yue, and Gang Ma
keywords: visual awareness; CAM; visual objective processing; visual spatial processing

How the Relationship Between Information Theory and Thermodynamics Can Contribute to Explaining Brain and Cognitive Activity: An Integrative Approach
Guillem Collell and Jordi Fauquet
keywords: negentropy; brain thermodynamics; cognitive models; information theory.

Is Word Generalization for Novel Concepts Modelled by Similarity or by Formal Concepts?
Sujith Thomas and Harish Karnick
keywords: Human Word Learning; Hypothesis Space; Word Generalization; Formal Concepts; Object Similarity.

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