Outputs for COMPUTER SCIENCE AND ENGINEERING Department (Year 2018)
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Articles
- A Bag of Expression Framework for Improved Human Action Recognition
- A Comparative Study of Classical Clustering Method and Cuckoo Search Approach for Satellite Image Clustering: Application to Water Body Extraction
- A filter attribute selection method based on local reliable information
- A heterogeneous mobile cloud computing model for hybrid clouds
- A recommender system based on implicit feedback for selective dissemination of ebooks
- Agent-based simulation with NetLogo to evaluate ambient intelligence scenarios
- An adaptive offline implementation selector for heterogeneous parallel platforms
- Analysis of Barriers to the Deployment of Health Information Systems: A Stakeholder Perspective
- Anticipation of goals in automated planning
- Applying Big Data Paradigms to a Large Scale Scientific Workflow: Lessons Learned and Future Directions
- Are human beings humean robots?
- Assessing and discovering parallelism in C ++ code for heterogeneous platforms
- Attribute-Based Credentials for Privacy-Aware Smart Health Services in IoT- Based Smart Cities
- Audio-tactile cues from an object's fall change estimates of one's body height
- Augmented Experiences in Cultural Spaces through Social Participation
- Author Correction: Embodiment in a child-like talking virtual body influences object size perception, self-identification, and subsequent real speaking
- Automatically identifying the function and intent of posts in underground forums
- Automation of Quality Reports in the Aerospace Industry
- Building multi-domain conversational systems from single domain resources
- Challenges And Opportunities In Analytic-Predictive Environments Of Big Data And Natural Language Processing For Social Network Rating Systems
- CloudChain: A novel distribution model for digital products based on supply chain principles
- Computational Intelligence in Finance and Economics [Guest Editorial]
- Data Association Methodology to Improve Spatial Predictions in Alternative Marketing Circuits in Ecuador
- Demonstrations Track of the 25th International Joint Conference on Artificial Intelligence
- Design of Low-Cost Vehicle Roll Angle Estimator Based on Kalman Filters and an IoT Architecture
- Discovering the principle of finality in computational machines
- ECG-RNG: a random number generator based on ECG signals and suitable for securing wireless sensor networks
- Effect of attacker characterization in ECG-based continuous authentication mechanisms for Internet of Things
- Enabling System Artefact Exchange and Selection through a Linked Data Layer
- Energy monitoring as an essential building block towards sustainable ultrascale systems
- Estimación de la comprensibilidad en paneles de museos = Measuring the readability of exhibit panels in museums
- Estimation of coffee rust infection and growth through two-level classifier ensembles based on expert knowledge
- Evaluación de la comprensión de los paneles interpretativos en parajes naturales = Comprehension assessment of informative panels on natural landscape
- Evaluation of pooling operations in convolutional architectures for drug-drug interaction extraction
- Evolution of shared grammars for describing simulated spatial scenes with grammatical evolution
- Evolutionary Design of Convolutional Neural Networks for Human Activity Recognition in Sensor-Rich Environments
- Evolutionary convolutional neural networks: An application to handwriting recognition
- Evolving cloud-based system for the recognition of drivers' actions
- Exploiting deep residual networks for human action recognition from skeletal data
- Fault Detection and Identification Methodology Under an Incremental Learning Framework Applied to Industrial Machinery
- Feature selection for classification tasks: Expert knowledge or traditional methods?
- FedIDS: a federated cloud storage architecture and satellite image delivery service for building dependable geospatial platforms
- Federated Identity Architecture of the European eID System
- Finding parallel patterns through static analysis in C ++ applications
- From Theory to Practice: A Data Quality Framework for Classification Tasks
- From social networks to emergency operation centers: A semantic visualization approach
- Fuzzy techniques for IPO underpricing prediction
- GPU-accelerated iterative reconstruction for limited-data tomography in CBCT systems.
- Gamification for Software Process Improvement. A Practical Approach
- Generic HRTFs May be Good Enough in Virtual Reality. Improving Source Localization through Cross-Modal Plasticity
- Grid-enabled evolution strategies for large-scale home care crew scheduling
- Guest Editorial: Special Issue on Complex Systems in Finance and Economics
- Heartbeats Do Not Make Good Pseudo-Random Number Generators: An Analysis of the Randomness of Inter-Pulse Intervals
- High-level programming for heterogeneous and hierarchical parallel systems
- How to Address the Data Quality Issues in Regression Models: A Guided Process for Data Cleaning
- Improving Children's Experience on a Mobile EdTech Platform through a Recommender System
- Internet Use and Psychological Well-Being at Advanced Age: Evidence from the English Longitudinal Study of Aging
- Learning-driven Goal Generation
- Listening to a conversation with aggressive content expands the interpersonal space
- Neuroinflammation in Huntington's Disease: New Insights with 11C-PBR28 PET/MRI
- New directions in mobile, hybrid, and heterogeneous clouds for cyberinfrastructures
- On Approximation Properties of Smooth Fuzzy Models
- On the Entropy of Oscillator-Based True Random Number Generators under Ionizing Radiation
- On the Feasibility of Low-Cost Wearable Sensors for Multi-Modal Biometric Verification
- On-line case-based policy learning for automated planning in probabilistic environments
- PMHI: Proposals From Motion History Images for Temporal Segmentation of Long Uncut Videos
- Panorama actual de la ciberseguridad
- Paving the way towards high-level parallel pattern interfaces for data stream processing
- Picking on the family: Disrupting android malware triage by forcing misclassification
- Predicting of anaphylaxis in big data EMR by exploring machine learning approaches
- Preface special issue on Educational Applications on the web of data: new trends and perspectives
- QoS-Classifier for VPN and Non-VPN traffic based on time-related features
- RESyS: Towards a Rule-Based Recommender System based on Semantic Reasoning
- Real-Time Vehicle Roll Angle Estimation Based on Neural Networks in IoT Low-Cost Devices
- Real-time electrocardiogram streams for continuous authentication
- Reengineering for parallelism in heterogeneous parallel platforms
- Research in the Wild(s): Opportunities, Affordances and Constraints doing Assistive Technology Field Research in Underserved Areas
- Sacbe: A building block approach for constructing efficient and flexible end-to-end cloud storage
- Scientific Programming Techniques and Algorithms for Data-Intensive Engineering Environments
- Secure and Usable User-in-a-Context Continuous Authentication in Smartphones Leveraging Non-Assisted Sensors
- Securing Heterogeneous Wireless Sensor Networks: Breaking and Fixing a Three-Factor Authentication Protocol
- Support resource based on standards for accessible e-Government transactional services
- Survey of Scientific Programming Techniques for the Management of Data-Intensive Engineering Environments
- Symbolic perimeter abstraction heuristics for cost-optimal planning
- Synchronizing EEG, User-Triggered Events and Audio-Visual-Tactile Stimuli for Interactive Event-Related Potentials Experiments
- System dynamics and agent-based modelling to represent intangible process assets characterization
- System steganalysis with automatic fingerprint extraction
- TV Series and Social Media: Powerful Engagement Factors in Mobile Video Games
- Team Formation Using a Systems Thinking Approach
- Towards automatic parallelization of stream processing applications
- Una aproximación a la aplicación de métodos matemáticos en el control de gestión por indicadores
- Understanding hardware and software metrics with respect to power consumption
- Using multiobjective optimization algorithms and decision making support to solve polymer extrusion problems
- VEHIOT: Design and Evaluation of an IoT Architecture Based on Low-Cost Devices to Be Embedded in Production Vehicles
- Valence Matters in Judgments of Stock Accumulation in Blood Glucose Control and Other Global Problems
- Visually-Enabled Active Deep Learning for (Geo) Text and Image Classification: A Review
Books
- Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change : Proceedings of the International Conference of ICT for Adapting Agriculture to Climate Change (AACC'17), November 22-24, 2017, Popayán, Colombia
- Advances in Physical Agents Proceedings of the 19th International Workshop of Physical Agents (WAF 2018), November 22-23, 2018, Madrid, Spain
- Ciencia de datos : técnicas analíticas y aprendizaje analítico : en un enfoque práctico
- Proceedings : 2018 IEEE International Conference on Bioinformatics and Biomedicine, 3-6 Dec. 2018, Madrid, Spain
- Special Issue on Educational Applications on the Web of Data: New Trends and Perspectives
-
Special Issue on scientific programming techniques and algorithms for
data-intensive engineering environments
Book Chapters
- Data Fusion . In: Encyclopedia of Big Data Technologies
- Dynamic Risk Assessment in IT Environments: A Decision Guide. In: Handbook of Research on Information and Cyber Security in the Fourth Industrial Revolution
- Increasing the Role of Data Analytics in m-Learning Conversational Applications. In: SOFTWARE DATA ENGINEERING FOR NETWORK ELEARNING ENVIRONMENTS: ANALYTICS AND AWARENESS LEARNING SERVICES
- La materia y el espíritu no son cosas, sino aspectos. In: Ideas sobre La ciencia en el horizonte de una razón ampliada, de Rafael Jordana
- Principles for Designing Body-Centered Auditory Feedback. In: Wiley Handbook of Human-Computer Interaction
- Security Protocols for Networks and Internet: A Global Vision. In: Computer and Network Security Essentials
- Who Can Lie to a Robot? Roboethics and the Categorical Imperative. In: Artificial intelligences : Essays on inorganic and non-biological systems
- ¿Puede ser libre un robot?. In: ¿Quiénes somos? Cuestiones en torno al ser humano
- Ética y comportamiento programado. In: Ideas sobre Inteligencia artificial, ¿conciencia artificial? de Natalia López Moratalla
Conference Contributions
- "Crypto Go": criptografía simétrica en tapete verde
- "Touch the Sound": Tangible Interface for Children Music Learning and Sound Experimentation
- 3D-Hog Embedding Frameworks for Single and Multi-Viewpoints Action Recognition Based on Human Silhouettes
- A Hybrid Bi-LSTM-CRF Model to Recognition of Disabilities from Biomedical Texts.
- A Hybrid Bi-LSTM-CRF model for Knowledge Recognition from eHealth documents
- A Toolkit for Creating Cross-Reality Serious Games
- A Virtual Reality Map Interface for Geographical Information Systems
- A cloud environment for ubiquitous medical image reconstruction
- A containerized service for clustering and categorization of weather records in the cloud
- A data integrity verification service for cloud storage based on building blocks
- A gamified platform for civic engagement in early warning
- Accessibility Guidelines for Tactile Displays in Human-Robot Interaction. A Comparative Study and Proposal
- Adaptation of the difficulty level in an infant-robot movement contingency study
- Advanced Driver's Alarms System through Multi-agent Paradigm Driver's Driver"s Driver´s
-
Aggressive language
in an online hacking forum - An Analysis of Pre-installed Android Software
- Analysis of Sensor Fusion Solutions for UAV Platfoms
- Analysis of requirements quality evolution
- Applying VorEAl for IoT Intrusion Detection
- Aprendiendo en la sobremesa: Crypto Go, un juego de cartas para dominar la criptografía simétrica
- Beyond Google Play: A Large-Scale Comparative Study of Chinese Android App Markets
- Cache-Aware Roofline Model and Medical Image Processing Optimizations in GPUs
- Challenges on the application of automated planning for comprehensive geriatric assessment using an autonomous social robot
- Comparison of Clang Abstract Syntax Trees using String Kernels
- Computational machines, free will and human reason
- Counterplanning in Real-Time Strategy Games through Goal Recognition
- Counterplanning using Goal Recognition and Landmarks
- Counterplanning using Goal Recognition and Landmarks
- DA-VLAD: DISCRIMINATIVE ACTION VECTOR OF LOCALLY AGGREGATED DESCRIPTORS FOR ACTION RECOGNITION
- DAD: A collaborative platform to encourage learning through creativity and dialogue
- Designing Affordable Technologies to Integrate Citizens in Early Warning Activities
- Designing a Semi-automatic Taxonomy Generation Tool
- Designing a gesture-sound wearable system to motivate physical activity by altering body perception
- Detection of People Boarding/Alighting a Metropolitan Train using Computer Vision
- Distributed Planning and Model Learning for Urban Traffic Control
- Ethics by Design: necessity or curse?
- Evaluating a pervasive game for urban awareness
- Exploring Interaction Mechanisms for Map Interfaces in Virtual Reality Environments
- Exploring the Web navigation strategies of people with low vision
- From high to low level and vice-versa: a new language for the translation between abstraction levels in robot control architectures
-
From
Situation Awareness to Intelligence: Increasing Complexity in Fusion Models for
Sense-Making
- Himera: Herramienta de accesibilidad en aulas
- Improving forecasting using Information Fusion in local agricultural markets
- Improving urban environment awareness through pervasive AR games
-
Information
Fusion and Machine Learning in Spatial Prediction for local agricultural
markets - Investigating augmented reality support for novice users in circuit prototyping
- LABDA at TASS-2018 Task 3: Convolutional Neural Networks for Relation Classification in Spanish eHealth documents
- LABDA's Early Steps Toward Multimodal Stance Detection
- Lessons learned with laser scanning point cloud management in Hadoop HBase
- Magic lining: an exploration of smart textiles altering people's self-perception
- Measuring Diversity and Accuracy in ANN Ensembles
- Meta-Search Through the Space of Representations and Heuristics on a Problem by Problem Basis
- Model Learning and Spatial Data Fusion for Predicting Sales in Local Agricultural Markets
- Model Selection in Committees of Evolved Convolutional Neural Networks using Genetic Algorithms
- Motorcycle detection and classification in urban Scenarios using a model based on Faster R-CNN
- Opponent Modeling in RoboCup Soccer Simulation
- Parallelizing and optimizing LHCB-Kalman for Intel Xeon Phi Knl processors
- Predicting Global Irradiance Combining Forecasting Models Through Machine Learning
- Quality Assessment of Social Media: Lessons Learnt from the Literature
- Recent Advances towards the Industrial Application of Model-Driven Engineering for Assurance of Safety-Critical Systems
- Reflexión sobre el papel de las asignaturas relativas a aspectos éticos, sociales, legales y profesionales en los grados de ingenierías informáticas
- SKELETAL MOVEMENT TO COLOR MAP: A NOVEL REPRESENTATION FOR 3D ACTION RECOGNITION WITH INCEPTION RESIDUAL NETWORKS
- Silhouette-based human action recognition with a multi-class support vector machine
- Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks
- Spark-DIY: A Framework for Interoperable Spark Operations with High Performance Block-Based Data Models
- Studying the Effect of Measured Solar Power on Evolutionary Multi-objective Prediction Intervals
- Supporting MPI-distributed stream parallel patterns in GrPPI
- Task monitoring and rescheduling for opportunity and failure management
-
Task
Monitoring and Rescheduling for Opportunity and Failure Management - The Immersive Bubble Chart: a Semantic and Virtual Reality Visualization for Big Data
- The Utility of the GREM Model in Designing an Empirically Researched e-Learning Tool
- Towards a robust robotic assistant for Comprehensive Geriatric Assessment procedures: updating the CLARC system
- UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network
- Universal Design Media: a new approach to use closed caption and description in teaching reading skills to hispanic students with sensory disabilities
- VEHIOT: evaluation of smartphones as data acquisition systems to reduce risk situations in commercial vehicles
- Volcanic Anomalies Detection Through Recursive Density Estimation
- Wind Energy Forecasting at Different Time Horizons with Individual and Global Models
Projects
- ASPIDE: exAScale ProgramIng models for extreme Data procEssing
- Accesibilidad 11ª Conferencia Hellen Keller
- Accesibilidad vídeo Paseo Táctil
- Análisis de oportunidades para la gestión de entregas digitales en la nube
- Asesoramiento para Taller accesibilidad Premios Buero de Teatro Joven
- Asesoramiento y demostración de actividades formativas innovadoras en ciberseguridad para CyberCamp18
- Asesoría sobre integración de IA en la estrategia de Smile & Learn
- B2017/BMD-3773 (GenOblA-CM): "Diseño, mediante inteligencia artificial, de algoritmos predictivos para la identificación de individuos en riesgo de desarrollar sobrepeso/obesidad y sus patologías asociadas: Aportación del análisis genético".
- Consultancy Agreement about activities concerning cybersecurity research and innovation
- Contratación de soporte y ampliación de diseño de Sº de monitorización de redes sociales y notificación de noticias a tiempo real a los profesionales de la información (S-05113-2017 )
- Contrato de asesoramiento para realización de informe pericial
- Convenio entre la UC3M y XFERA MÓVILES, S.A.U. para la creación de la Cátedra Grupo Masmóvil
- Cátedra BQ
- Data lineage: Detección automática de relaciones entre operaciones bancarias usando machine learning
- DeepEMR: Extracción de información clínica usando deep learning y técnicas de Big Data
- Design and implementation of a low cost smart system for prediagnosis and telecare of infectious diseases in elderly people
- Diseño y desarrollo del motor de inteligencia artificial (MIACP)
- Estimación avanzada y multidisciplinar de la complejidad de la comprensión de documentos con elevado grado de consulta
- Evaluation of the SlideWiki Platform, SlideWiki EU project - EU ICT-20-2015
- Gestión de Tráfico Aéreo de Aeronaves no Tripuladas y Tecnologías de Soporte a la Operación
- GoalHUB: Software de planificación automática y optimizada que garantiza la explotación eficiente de la capacidad de tráfico de trenes en estaciones de alta congestión.
- Human Action Recognition
- Informes de auditoria técnica para la valoración de actividades I+D+i
- Informes de auditoria técnica para la valorización de actividades de I+D+i
- Inteligencia artificial para educación infantil
- Interoperability Model for Land Registers
- Mejora del rendimiento en la simulación de sistemas de concentración solar
- Monitorización de la calidad del servicio de subtitulado de 7RM
- Monitorización de la calidad del servicio de subtitulado de 7RM 2018
- Monitorización de los servicios de accesibilidad del canal DMAX
- Propman (proposal manager)
- Reconocimiento de Actividades y Planificación Automática para el Diseño de Asistentes Inteligentes
- Representación de avatares durante la interacción de avatares con personas para aplicaciones relacionadas con el comercio de moda virtual
- SPEAR
- San Isidro 2018: Servicio de accesibilidad de contenidos para personas con discapacidad sensorial e intelectual
- Segunda opinión sobre la calificación de IT o de I+D, del proyecto FOTsis (European Field Operational Test on Safe, Intelligent and Sustainable Road Operation) y en concreto a las actividades desarrolladas por la empresa SICE
- Segunda opinión sobre la calificación de IT o de I+D, del proyecto TRAIECTO12 (Tiempos de REcorrido mediante Adquisición Inalámbrica y Estimación de Condiciones de Tráfico para su Optimización) y en concreto a las actividades desarrolladas por la empresa SICE
- Servicio de accesibilidad de contenidos para personas con discapacidad sensorial e intelectual de las Actividades de La Navideña 2018
- Servicio de accesibilidad de contenidos para personas con discapacidad sensorial e intelectual de las Actividades del Teatro de Títeres del Retiro 2018
- Servicio de accesibilidad de contenidos para personas con discapacidad visual de la Actividad de La Navidad 2018
- Sistema de Monitorización y Alerta de Contenidos en Redes Sociales
- Sistemas de cómputo masivo para entornos Big Data aplicados
- Smart bidding behaviour discovery for bidding strategies in the 600MHz Canadian Auction
- Soporte al desarrollo de la infraestructura del curso online Project Management Professional
- eID4Spain: Connecting Regional and Local Administrations to Spanish eIDAS Node
Software
- AccEvent
- Blappy, Chat Bluetooth Accesible
- Crypto Go - English
- Crypto Go - Español
- Generador de nodos para realizar filtros de gráficos y visualización
- Mercurio
- fBrake - TT
- fBrake - Turismos
Supervised Theses
- Novel high performance techniques for high definition computer aided tomography
- Cybersecurity in implantable medical devices.
- Evolutionary design of deep neural networks
- Framework for data quality in knowledge discovery tasks
- Parallel Source Code Transformation Techniques using Design Patterns
- Técnicas de clustering aplicadas a la resolución de problemas de optimización combinatoria con restricciones espaciales y temporales