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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

Volver a los miembros

- 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]

PUBLICATIONS

-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