Outputs for COMPUTER SCIENCE AND ENGINEERING Department (Year 2019)
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Articles
- A Comparison of Machine Learning and Deep Learning Techniques for Activity Recognition using Mobile Devices
- A Socially Assistive Robotic Platform for Upper-Limb Rehabilitation: A Longitudinal Study with Pediatric Patients
- A methodology to manage oganizational procedures through ontologies
- A parallel-computing algorithm for high-energy physics particle tracking and decoding using GPU architectures
- A policy-based containerized filter for secure information sharing in organizational environments
- A survey of handwritten character recognition with MNIST and EMNIST
- A taxonomy generation tool for semantic visual analysis of large corpus of documents
- A two-stage deep learning approach for extracting entities and relationships from medical texts
- ANDRODET: An adaptive Android obfuscation detector
- Accessibility Compliance for E-Government Websites: Laws, Standards, and Evaluation Technology
- An empirical study to evaluate students' conceptual modeling skills using UML
- Analysis of scientific production based on trending research topics. An Artificial Intelligence case study
- Augmenting objects at home through programmable sensor tokens: A design journey
- Automatic detection of relationships between banking operations using machine learning
- Automatizing chromatic quality assessment for cultural heritage image digitization
- BlindDate recommender: A context-aware ontology-based dating recommendation platform
- Building concept maps by adapting semantic distance metrics to Wikipedia
- Business information architecture for successful project implementation based on sentiment analysis in the tourist sector
- Challenging the abstraction penalty in parallel patterns libraries
- Closed-loop deep brain stimulation based on a stream-clustering system
- Cohort selection for clinical trials using deep learning models
- Coin.AI: A proof-of-useful-work scheme for blockchain-based distributed deep learning
- Combining malleability and I/O control mechanisms to enhance the execution of multiple applications
- Combining speech-based and linguistic classifiers to recognize emotion in user spoken utterances
- Data-Driven Interaction Review of an Ed-Tech Application
- Design and Analysis of a True Random Number Generator Based on GSR Signals for Body Sensor Networks
- Design recommendations for online cybersecurity courses
- Designing and implementing interactive and realistic augmented reality experiences
- Detecting semantic violations of lock-free data structures through C++ contracts
- Developing a robot-guided interactive simon game for physical and cognitive training
- Developing enhanced conversational agents for social virtual worlds
- Editorial: Security and Privacy in Internet of Things
- Efficient approaches for multi-agent planning
- Enhancing PUF Based Challenge-Response Sets by Exploiting Various Background Noise Configurations.
- Enriching footsteps sounds in gait rehabilitation in chronic stroke patients: a pilot study
- Estudio de Internacionalización a América Latina de un Software basado en la nube = Internationalization Study to Latin America of a Cloud-based Software
- Evolution of trading strategies with flexible structures: A configuration comparison
- Evolutionary hash functions for specific domains
- Evolving fuzzy and neuro-fuzzy approaches in clustering, regression, identification, and classification: A Survey
- Exploring stream parallel patterns in distributed MPI environments
- External Monitoring Changes in Vehicle Hardware Profiles: Enhancing Automotive Cyber-Security
- Feasibility analysis of Inter-Pulse Intervals based solutions for cryptographic token generation by two electrocardiogram sensors
- Fuzzy Model Identification and Self Learning with Smooth Compositions
- Gamification for software process improvement: a practical approach
- Grammatical Evolution-based ensembles for algorithmic trading
- Guest Editorial: High-Level Parallel Programming and the Road to High Performance
- Guest editorial
- High-level parallel programming in a heterogeneous world
- How Effective are Smooth Compositions in Predictive Control of TS Fuzzy Models?
- How to interweave accessibility with didactic and technological quality of digital educational materials
- Hybrid static-dynamic selection of implementation alternatives in heterogeneous environments
- Hybridizing Evolutionary Computation and Deep Neural Networks: An Approach to Handwriting Recognition Using Committees and Transfer Learning
- Improving prediction intervals using measured solar power with a multi-objective approach
- Inclusive Web Empirical Studies in Remote and In-Situ Settings: A User Evaluation of the RemoTest Platform
- Incremental Market Behavior Classification in Presence of Recurring Concepts
- Integration in the European electricity market: A machine learning-based convergence analysis for the Central Western Europe region
- Integration of Lidar Data and GIS Data for Point Cloud Semantic Enrichment at the Point Level
- Knowledge Extraction and Improved Data Fusion for Sales Prediction in Local Agricultural Markets dagger
- LACO: Lightweight Three-Factor Authentication, Access Control and Ownership Transfer Scheme for E-Health Systems in IoT
- LINDASearch: a faceted search system for linked open datasets
- Leveraging user-related Internet of Things for continuous authentication: a survey
- Merging plans with incomplete knowledge about actions and goals through an agent-based reputation system
- Neural and behavioral effects of oxytocin administration during theory of mind in schizophrenia and controls: a randomized control trial
- Non-linear dynamical analysis of resting tremor for demand-driven deep brain stimulation
- Non-linear dynamics analysis of resting tremor for demand-driven deep brain stimulation
- On the Automated, Evolutionary Design of Neural Networks-Past, Present, and Future
- Oxidative stress imbalance as contributing factor in the establishment of fibrosis in recessive dystrophic epidermolysis bullosa
- Oxytocin Enhances an Amygdala Circuit Associated with Negative Symptoms in Schizophrenia: A Single-Dose, Placebo-Controlled, Crossover, Randomized Control Trial
- Perceptions or Actions? Grounding How Agents Interact Within a Software Architecture for Cognitive Robotics
- Performance-aware scheduling of parallel applications on non-dedicated clusters
- Plan merging by reuse for multi-agent planning
- Probabilistic policy reuse for safe reinforcement learning
- Refactoring software to heterogeneous parallel platforms
- Reinforcement learning for pricing strategy optimization in the insurance industry
- Rule-based expert system for detection of coffee rust warnings in colombian crops
- Second-order statistics analysis and comparison between arithmetic and geometric average fusion: Application to multi-sensor target tracking
- Socially Assistive Infant-Robot Interaction: Using Robots to Encourage Infant Leg-Motion Training
- Special issue on exploring new Natural User Experiences
- Sub-Sync: automatic synchronization of subtitles in the broadcasting of true live programs in spanish
- Synthetic and real data sets for benchmarking non-cryptographic hash functions
- The Harmonization of Accessibility Standards for Public Policies
- The MalSource Dataset: Quantifying Complexity and Code Reuse in Malware Development
- The problem is not professional publishing, but the publish-or-perish culture
- The role of agent-based modeling and multi-agent systems in flood-based hydrological problems: a brief review
- Thinger.io: An Open Source Platform for Deploying Data Fusion Applications in IoT Environments
- Toward High-Performance Computing and Big Data Analytics Convergence: The Case of Spark-DIY
- Towards a big data framework for analyzing social media content
- Towards a methodology for knowledge reuse based on semantic repositories
- Towards the recognition of the emotions of people with visual disabilities through brain-computer interfaces
- Trends on heterogeneous and innovative hardware and software systems
- Una introducción técnica a la cadena de bloques
- Using Pre-Computed Knowledge for Goal Allocation in Multi-Agent Planning
- Using a Google Glass-Based Classroom Feedback System to Improve Students to Teacher Communication
- Using smart persistence and random forests to predict photovoltaic energy production
Books
- Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change II : Proceedings of the 2nd International Conference of ICT for Adapting Agriculture to Climate Change (AACC'18), November 21-23, 2018, Cali, Colombia
- Ultrascale Computing Systems
Book Chapters
- Boosting the Exploration of Huge Dynamic Graphs. In: Sampling Techniques for Supervised or Unsupervised Tasks
- Data Management Techniques. In: Ultrascale Computing Systems
- Displacing big data: How criminals cheat the system. In: The Human Factor of Cybercrime
- FASELOD: A Faceted Search Engine in Linked Open Datasets Using Voice Recognition. In: Current Trends in Semantic Web Technologies: Theory and Practice
- Relevant Subsection Retrieval for Law Domain Question Answer System. In: Data Visualization and Knowledge Engineering : Spotting Data Points with Artificial Intelligence
- Virtual reality environments (VREs) for training and learning. In: Learning in a Digital World
Conference Contributions
- "Magic flowerpot": An AR game for learning about plants
- A Convolutional Neural Network Model for Superresolution Enhancement of UAV Images
- A cooperative logistics management model based on traceability for reducing the logistics costs of coffee storage in Peru's agro-export sector
- A data preparation approach for cloud storage based on containerized parallel patterns
- A first look at the crypto-mining malware ecosystem: A decade of unrestricted wealth
- AMASS: A Large-Scale European Project to Improve the Assurance and Certification of Cyber-Physical Systems
- Adaptive application deployment of priority services in virtual environments
- Advances in artefact quality analysis for safety-critical systems
- Altering body perception and emotion in physically inactive people through movement sonification
- Analysis of the Consumption of Household Appliances for the Detection of Anomalies in the Behaviour of Older People
- AndrEnsemble: Leveraging API Ensembles to Characterize Android Malware Families
- As light as you aspire to be: Changing body perception with sound to support physical activity
- Assessment of the Quality of Safety Cases: A Research Preview
- Challenges and opportunities in the integration of the Systems Engineering process and the AI/ML model lifecycle
- Collaborative system to improve literacy and integration of visually impaired children in the classroom
- Comprende: A digital media library for all
- Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text
- Do low cost virtual reality devices support learning acquisition?: A comparative study of two different VR devices
- Early Risk Prediction by means of DeepLearning
- Efficiently reasoning with interval constraints in forward search planning
- Elevating the meaning of data and operations within the development lifecycle through an interoperable toolchain
- Error Analysis and Correction for Weighted A*'s Suboptimality
- Expert-based Assessment of an Augmentative and Alternative Communication Tool
- Exploiting stream parallelism of MRI reconstruction using GrPPI over multiple back-ends
- Finding Centroids and Minimum Covering States in Planning
- Formal ontologies and data shapes within the Software Engineering development lifecycle
- Framework escalable para monitorización y planificación de aplicaciones paralelas
- Guarantees for Sound Abstractions for Generalized Planning
- Hulat-TaskA at eHealth-KD Challenge 2019, Sequence Key Phrases Recognition in the Spanish Clinical Narrative
- Hulat-TaskAB at eHealth-KD Challenge 2019, Knowledge Recognition from Health Documents by BiLSTM-CRF
- INDIGO: Industrial IoT Data Management and Control Platform based on Semantics
- Information-based Requirement Development & Management
- Insights from the 2018 IPC Benchmarks
- Integration of Tool Support for Assurance and Certification and for Knowledge-Centric Systems Engineering
- Inventory management model based on a stock control system and a kraljic matrix to reduce raw materials inventory
- Keynote: Computer Science 4.0: Old wine in new bottles?
- Lean healthcare model for increasing the availability of products in pharmaceutical SMEs
- Lean management model for waste reduction in the production area of a food processing and preservation SME
- Lexical simplification approach to support the accessibility guidelines
- Magic lining: crafting multidisciplinary experiential knowledge by changing wearer's body-perception through vibrotactile clothing
- Measuring ewhoring
- Mining Disease Courses across Organizations: A Methodology Based on Process Mining of Diagnosis Events Datasets
- Mobile conversational agents for stroke rehabilitation therapy
- New Approach for the Aesthetic Improvement of Images Through the Combination of Convolutional Neural Networks and Evolutionary Algorithms
- OPTYFY: Industrial IoT-Based Performance and Production Optimization Based on Semantics
- Precision farming model to increase the production of exportable blueberries by implementing an adapting-to-change approach and risk assessment in agribusinesses in Peru's coastal regions
- Prediction of patient evolution in terms of Clinical Risk Groups form routinely collected data using machine learning
- Process optimization using lean manufacturing to reduce downtime: Case study of a manufacturing SME in Peru
- Production management model under the knowledge management approach to increase labor productivity in the sewing area of a garment production SME
- Protected Health Information Recognition by BiLSTM-CRF
- SEDIT: Semantic Digital Twin Based on Industrial IoT Data Management and Knowledge Graphs.
- Sequence time expression recognition in the Spanish clinical narrative
- Student-Generated Videos for Promoting Better Attitudes towards Cryptography
- The Need for an Information-based Approach for Requirement Development and Management
- Understanding eWhoring
Patents
Projects
- Adaptation of third-party software platform and bid tracking tool to Canadian auction rules with onsite support and generation of a full test set
- Análisis técnico para la valoración de servicios informáticos
- Arquitecturas para capacitación social basadas en planificación automática
- Arrowhead Tools for Engineering of Digitalisation Solutions
- Arrowhead Tools: Arrowhead Tools for Engineering of Digitalisation Solutions
- Asesoramiento en computación de altas prestaciones
- Asesoría sobre accesibilidad en el servicio de comunicación audiovisual televisivo de ámbito autonómico de la región de Murcia
- Asistencia técnica en auditorias de proyectos TIC
- CARDIOSEC: Ciberseguridad para Dispositivos Cardiacos Implantables
- Centro Español de Subtitulado y Audiodescripción
- Collaborative health: Prevención de enfermedades infecciosas basada en el análisis inteligente en redes sociales y participación ciudadana
- Contrato de asesoramiento para la realización de informe pericial
- Contrato de asesoramiento para realización de informe pericial en el marco del proceso judicial existente entre Playthe.net y Deloitte Consulting S.L.U.
- ConvergenciA Big dAta-Hpc: de Los sensores a las Aplicaciones
- Cátedra TRC-Research
- Cátedra UC3M-TME MUJER Y TECNOLOGÍA
- Elaboración de un programa de formación en ciberseguridad para ALC
- Human-driven and autonomous vehicles integration
- Identificando las capacidades de los entornos cross-reality para mejorar la colaboración
- Informe Pericial para Sociedad de Bolsas
- Informe pericial para Iberclear
- Informe pericial relativo al procedimiento sancionador tramitado por la Agencia Española de Protección de Datos número PS/00326/2018
- Informe sobre las alternativas posibles de atribución de identidades digitales a identidades físicas
- Ingeniería Inversa Continua para Lineas de Productos de Software
- Integrated, Fail-Operational, Cognitive Perception, Planning and Control Systems for Highly Automated Vehicles
- Interactive media to improve knowledge on NPBTs in H2020 CHIC: project
- MadridFlightOnChip
- Mantenimiento evolutivo de la Plataforma de formación a distancia en CIE10ES (Clasificación Internacional de Enfermedades, 10ª revisión - Modificación Clínica- para diagnósticos y procedimientos”, Expediente 201907PAS002
- Metaheuristicas para toma de decisiones bajo cambio estructural. Aplicación a finanzas.
- Más Fácil EASIER
- Nalej Storage Fabric
- NewControl: Integrated, Fail-Operational, Cognitive Perception, Planning and Control Systems for Highly Automated Vehicles
- Open IACS: Open LOD platform based on HPC capabilities for Integrated Administration of Common Agriculture Policy
- Optimización de Redes de Rotaciones
- Phamatching: Detección automática de relaciones entre productos farmacéuticos
- Reconocimiento de imágenes basado en técnicas de aprendizaje profundo
- Reuniones inclusivas para personas con necesidades especiales: Especificaciones técnicas
- SINGULARITY EXPERTS
- Scheduling de trabajos
- Servicio de accesibilidad de contenidos para personas con discapacidad sensorial e intelectual de las actividades de San Isidro 2019
- Servicio de accesibilidad de contenidos para personas con discapacidad sensorial e intelectual de las actividades del Teatro de Títeres del Retiro 2019
- Servicios de asesoramiento para la realización de proyectos de Innovación Tecnológica en proyectos empresariales
- Soporte y mantenimiento del sistema Social Media Radar, Expediente S-06383-2019, nº de orden de pedido 4301270545
- StandICT.eu: Supporting European Experts Presence in International Standardisation Activities in ICT
- Subcontratación en el marco del proyecto SAAR
Software
Supervised Theses
- AUTOMATIC GENERATION OF TRADING RULES ADJUSTED TO THE MARKET STATE
- Aplicación de técnicas de minería de datos geo-referenciados en los circuitos de comercialización alternativa de productos agrícolas en Ecuador
- Deep Learning for Information Extraction in the Biomedical Domain
- Definición de un framework para el análisis predictivo de datos no estructurados
- La gamificación en el ámbito de la mejora del proceso software: marco metodológico
- Machine Leaning methods for solar irradiance forecast blending and estimation
- On the Convergence of Big Data Analytics and High-Performance Computing: A Novel Approach for Runtime Interoperability
- Propuesta Metodológica para la Realización de Ontologías de Procedimientos Organizacionales con una Aproximación al Lenguaje Natural (MONPRO)
- Security and privacy services based on biosignals for implantable and wearable device
- Systems Thinking and Simulation to help IT/Software professionals to visualize knowledge assets evolution according to digital solutions implementation
- Techniques for Advanced Android Malware Triage