Coordinador
Resumen
Aparte del proyecto SA-BIO, también participo en varios proyectos de investigación de diversa índole. Además, soy revisor de congresos internacionales y revistas de primer nivel (JCR). Asimismo, colaboro en varios grupos de investigación como NeuSpeechLab (UPM), LITE (URJC), y FRAV (URJC). Mis áreas de investigación se basan principalmente en la biometría del habla y el reconocimiento facial. Algunos de mis temas de investigación son la detección precoz de enfermedades neurodegenerativas y neuromotoras, la detección de ataques (PAD y Morphing) y la innovación educativa.- Parkinson/ALS/Alzheimer
- Morphing Attack Detection
- Estrés y emociones
- Metodologías de innovación
- Diseño web
- Videojuegos
- Realidad virtual
- Aplicaciones móviles
- EMERGING RESEARCH GROUP IN BIOINSPIRED SYSTEMS AND APPLICATIONS OF THE REY JUAN CARLOS UNIVERSITY.
- ACQUISITION OF A HIGH PERFORMANCE SERVER AND A COMPLETE ROBOT [TURTLEBOT2 + ARM + ORBBEC ASTRA PRO + JETSON XAVIER AGX]
-A GUIDED SCRATCH VISUAL EXECUTION ENVIRONMENT TO INTRODUCE PROGRAMMING CONCEPTS TO CS1 STUDENTS
-A METHODOLOGY FOR MONITORING EMOTIONAL STRESS IN PHONATION
-A METHODOLOGY TO DIFFERENTIATE PARKINSON'S DISEASE AND AGING SPEECH BASED ON GLOTTAL FLOW ACOUSTIC ANALYSIS
-A NEUROMECHANICAL MODEL OF JAW-TONGUE ARTICULATION IN PARKINSON’S DISEASE SPEECH
-A NEUROMOTOR TO ACOUSTICAL JAW-TONGUE PROJECTION MODEL WITH APPLICATION IN PARKINSON'S DISEASE HYPOKINETIC DYSARTHRIA.
-A PILOT AND FEASIBILITY STUDY OF VIRTUAL REALITY AS GAMIFIED MONITORING TOOL FOR NEUROREHABILITATION
-ACOUSTIC ANALYSIS OF PHONATION IN CHILDREN WITH SMITH–MAGENIS SYNDROME
-ACOUSTIC TO KINEMATIC PROJECTION IN PARKINSON'S DISEASE DYSARTHRIA
-ACQUISITION OF RELEVANT HAND-WRIST FEATURES USING LEAP MOTION CONTROLLER: A CASE OF STUDY
-ADAPTATION OF THE COLLEGE OF COMPUTER SCIENTISTS' STANDARD FOR TECHNICAL FINAL DEGREE PROJECTS
-ADAPTING ARTIFICIAL INTELLIGENCE TO EDUCATIONAL ENVIRONMENTS
-AN ICA-BASED METHOD FOR STRESS CLASSIFICATION FROM VOICE SAMPLES
-ANALYSIS OF EMOTIONAL STRESS IN VOICE FOR DECEPTION DETECTION
-ARTICULATION ACOUSTIC KINEMATICS IN ALS SPEECH
-ARTICULATION CHARACTERIZATION IN AD SPEECH PRODUCTION
-ARTICULATION DYNAMICS IN PARKINSON DYSARTHRIA
-ARTIFICIAL INTELLIGENCE SERVING NATIONAL SECURITY: THE SPANISH CASE
-ARTIFICIAL INTELLIGENCE WITHIN THE INTERPLAY BETWEEN NATURAL AND ARTIFICIAL COMPUTATION: ADVANCES IN DATA SCIENCE, TRENDS AND APPLICATIONS
-ASSESSING AN APPLICATION OF SPONTANEOUS STRESSED SPEECH - EMOTIONS PORTAL
-AUTOMATIC COMPETITIONS IN THE UNIBOTICS OPEN ONLINE ROBOT PROGRAMMING WEB
-BORDER CONTROL MORPHING ATTACK DETECTION WITH A CONVOLUTIONAL NEURAL NETWORK DE-MORPHING APPROACH
-BUILDING ROBUST MORPHING ATTACKS FOR FACE RECOGNITION SYSTEMS
-CHARACTERIZATION OF PARKINSON'S DISEASE DYSARTHRIA IN TERMS OF SPEECH ARTICULATION KINEMATICS
-CHARACTERIZATION OF HYPOKINETIC DYSARTHRIA BY A CNN BASED ON AUDITORY RECEPTIVE FIELDS
-COMPARING PARKINSON'S DISEASE DYSARTHRIA AND AGING SPEECH USING ARTICULATION KINEMATICS
-COMPARISON OF AN ACCELERATED GARBLE EMBEDDING METHODOLOGY FOR PRIVACY PRESERVING IN BIOMEDICAL DATA ANALYTICS
-COMPUTATIONAL APPROACHES TO EXPLAINABLE ARTIFICIAL INTELLIGENCE: ADVANCES IN THEORY, APPLICATIONS AND TRENDS
-COMPUTATIONAL THINKING MEASUREMENT OF CS UNIVERSITY STUDENTS
-COMPUTERIZED DECISION SUPPORT SYSTEM AND NAIVE BAYES MODELS FOR PREDICTING THE RISK OF RELAPSE IN BREAST CANCER
-CONVOLUTIONAL NEURAL NETWORK APPROACH FOR MULTISPECTRAL FACIAL PRESENTATION ATTACK DETECTION IN AUTOMATED BORDER CONTROL SYSTEMS
-CREATING REALISTIC PRESENTATION ATTACKS FOR FACIAL IMPERSONATION STEP-BY-STEP
-DEEP LEARNING-BASED GENDER CLASSIFICATION BY TRAINING WITH FAKE DATA
-DEEP NEURAL TOWER: A GAME TO TEACH AI CONCEPTS
-DISTINGUISHING AGING CLUSTERS AND MOBILE DEVICES BY HAND-WRIST ARTICULATION: A CASE OF STUDY
-EFFECT OF GLASS FIBER ON THE PERMANENT DEFORMATION OF NUMERICALLY MODELLED WEARING COURSES IN ANSYS
-EFFECTS OF NEUROACOUSTIC STIMULATION ON TWO STUDY CASES OF PARKINSON’S DISEASE DYSARTHRIA
-EMOTIONAL STRESS DETECTION IN CONTRADICTORY VERSUS SELF-CONSISTENT SPEECH BY MEANS OF VOICE BIOMETRICAL SIGNATURE
-EVALUATING INSTABILITY ON PHONATION IN PARKINSON’S DISEASE AND AGING SPEECH
-EVALUATING THE PERFORMANCE OF DIADOCHOKINETIC TESTS IN CHARACTERIZING PARKINSON’S DISEASE HYPOKINETIC DYSARTHRIA
-EVALUATION OF THE VISIBILITY DISTANCE WITH THE ISTRAM PROGRAM ON THIRD-CLASS ROADS WITH A HIGH ACCIDENT RATE
-EVALUATION OF THE PRESENCE OF SUBHARMONICS IN THE PHONATION OF CHILDREN WITH SMITH MAGENIS SYNDROME
-FACIAL MASK-WEARING PREDICTION AND ADAPTIVE GENDER CLASSIFICATION USING CONVOLUTIONAL NEURAL NETWORKS
-FEATURE REPRESENTATION IN PRETRAINED DEEP METRIC EMBEDDINGS
-FLIPPED CLASSROOM AND ARONSON´S PUZZLE: A COMBINED EVALUATION IN THE MASTER´S DEGREE IN PREUNIVERSITARY TEACHING
-GRAD-CAM APPLIED TO THE DETECTION OF INSTRUMENTS USED IN FACIAL PRESENTATION ATTACKS
-IDENTIFICATION OF SMITH–MAGENIS SYNDROME CASES THROUGH AN EXPERIMENTAL EVALUATION OF MACHINE LEARNING METHODS
-IDENTIFICATION OF PARKINSON’S DISEASE FROM SPEECH USING CNNS AND FORMANT MEASURES
-MEASURING MOTION SICKNESS THROUGH RACING SIMULATOR BASED ON VIRTUAL REALITY
-MONITORING ALS FROM SPEECH ARTICULATION KINEMATICS
-MONITORING PARKINSON DISEASE FROM SPEECH ARTICULATION KINEMATICS
-MONITORING PARKINSON’S DISEASE REHABILITATION FROM PHONATION BIOMECHANICS
-MONPARLOC: A SPEECH-BASED SYSTEM FOR PARKINSON’S DISEASE ANALYSIS AND MONITORING
-NEUROACOUSTICAL STIMULATION OF PARKINSON’S DISEASE PATIENTS: A CASE STUDY
-NEUROMECHANICAL MODELLING OF ARTICULATORY MOVEMENTS FROM SURFACE ELECTROMYOGRAPHY AND SPEECH FORMANTS
-PARKINSON DISEASE DETECTION FROM SPEECH ARTICULATION NEUROMECHANICS
-PARKINSON'S DISEASE MONITORING BY BIOMECHANICAL INSTABILITY OF PHONATION
-PARKINSON’S DISEASE GLOTTAL FLOW CHARACTERIZATION: PHONATION FEATURES VS AMPLITUDE DISTRIBUTIONS
-PATTERN MATCHING OF VOICE QUALITY FEATURES FROM VOCAL-FOLD PARALYSIS PATIENTS TREATED WITH STEM-CELL GRAFTING
-PERFORMANCE OF ARTICULATION KINETIC DISTRIBUTIONS VS MFCCS IN PARKINSON’S DETECTION FROM VOWEL UTTERANCES
-PERFORMANCE OF MONOSYLLABIC VS MULTISYLLABIC DIADOCHOKINETIC EXERCISES IN EVALUATING PARKINSON’S DISEASE HYPOKINETIC DYSARTHRIA FROM FLUENCY DISTRIBUTIONS
-PRIVACY BY DESIGN, THE KEY TO GOOD GOVERNANCE
-REAL-WORLD HUMAN GENDER CLASSIFICATION FROM ORAL REGION USING CONVOLUTIONAL NEURAL NETWORK
-RELATING FACIAL MYOELECTRIC ACTIVITY TO SPEECH FORMANTS
-SPECIFICITIES OF PHONATION BIOMECHANICS IN DOWN SYNDROME CHILDREN
-SPEECH PARAMETER SELECTION FOR EMOTIONAL STRESS CHARACTERIZATION IN WOMEN
-SPONTANEOUS EMOTIONAL SPEECH RECORDINGS THROUGH A COOPERATIVE ONLINE VIDEO GAME
-STUDENTS' EMOTIONS USING AN ALGORITHM EXPERIMENTATION TOOL IN THE NEW NORMAL
-TEMPORAL REVERSION OF PHONATION INSTABILITY IN PARKINSON’S DISEASE BY NEUROACOUSTICAL STIMULATION
-THE ROLE OF DATA ANALYTICS IN THE ASSESSMENT OF PATHOLOGICAL SPEECH—A CRITICAL APPRAISAL
-TOWARDS THE SEARCH OF DETECTION IN SPEECH-RELEVANT FEATURES FOR STRESS
-UNFOLDING LARYNGEAL NEUROMOTOR ACTIVITY IN PARKINSON’S DISEASE BY PHONATION INVERSION
-UNIVERSAL STRUCTURE FOR GUIDED COMPLETION OF ICT ENGINEERING FINAL DEGREE PROJECTS
-UNSUPERVISED ADAPTIVE MULTI-OBJECT TRACKING-BY-CLUSTERING ALGORITHM WITH A BIO-INSPIRED SYSTEM
-VEHICULAR CONFLICT ASSESSMENT ON A ROAD WITH LANE REDUCTION USING THE SSAM METHODOLOGY
-VOCAL FOLD STIFFNESS ESTIMATES FOR EMOTION DESCRIPTION IN SPEECH
-VOWEL ARTICULATION DISTORTION IN PARKINSON’S DISEASE
-VOWEL ARTICULATION DYNAMIC STABILITY RELATED TO PARKINSON'S DISEASE RATING FEATURES: MALE DATASET
-ZERO-SHOT LEARNING FOR SUBDISCRIMINATION IN PRE-TRAINED MODELS
-RESEARCH GROUP IN BIOINSPIRED SYSTEMS AND APPLICATIONS OF THE REY JUAN CARLOS UNIVERSITY.
-LABORATORY OF INFORMATION TECHNOLOGIES IN EDUCATION OF THE REY JUAN CARLOS UNIVERSITY