Member
Summary
-
AI with applications in robotics
- Machine learning
- Reinforcement learning
- Deep learning
- Probabilistic graphical models
- Sensor fusion
- Semantic mapping/localization/SLAM
- Computer vision
-EXPLAINABLE APPROACH TO ADVANCED FACIAL ATTACK DETECTION FOR SECURITY COMPLIANCE
-COMPLEX MORPHING AND PRESENTATION ATTACK DETECTION IN UNCONTROLLED HIGH SECURITY SCENARIOS
Francisco Dominguez-Mateos is a researcher in the field of operations research and analytics, with a focus on applying mathematical modeling techniques to solve real-world problems. His works span multiple areas, including:
1. Lean Manufacturing: He has developed models for waste reduction, production time minimization, and order fulfillment improvement in various industries such as textile, printing, and metallurgical sectors.
2. Operations Research: Dominguez-Mateos has applied optimization techniques to solve complex problems in logistics, supply chain management, and inventory control, with a focus on small and medium-sized enterprises (SMEs) in Peru.
3. Data Governance: He has developed maturity models for data governance initiatives in microfinance organizations, universities, and the higher education sector in Peru.
4. Artificial Intelligence: His research includes predictive modeling based on sentiment analysis for SMEs in the sustainable tourism sector, as well as recommender systems for web applications.
5. Information Architecture: Dominguez-Mateos has designed models for business information architecture, data governance initiatives, and information architectures for successful project implementation in the tourist sector.
Some specific projects he has worked on include:
1. A control and monitoring system to reduce traffic accidents due to drowsiness through image processing
2. An unmanned aerial system for detecting dangerous areas during fires
3. A drilling mesh model based on the Holmberg method to increase rock fragmentation in underground mining companies
4. A mobile robot for spraying corn crops with autonomous navigation camera for the Plains of the Andes
Overall, Francisco Dominguez-Mateos' research aims to develop practical solutions that can be applied in various industries and sectors, with a focus on optimizing processes, improving efficiency, and enhancing decision-making capabilities.
Here are Francisco Dominguez-Mateos's publications:
-5S IMPLEMENTATION AND STANDARDIZATION MODEL IN THE PRODUCT DEVELOPMENT PROCESS IN EXPORTING SMES OF THE TEXTILE SECTOR IN PERU
-A SENTIMENT ANALYSIS SOFTWARE FRAMEWORK FOR THE SUPPORT OF BUSINESS INFORMATION ARCHITECTURE IN THE TOURIST SECTOR
-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
-AGILE AND SUSTAINABLE METHODS TO IMPLEMENT 6S IN TEXTILE MANUFACTURING MSES,MÉTODOS ÁGIL Y SOSTENIBLE PARA IMPLEMENTAR 6S EN MYPES DE CONFECCIÓN TEXTIL
-AGILE INVENTORY MANAGEMENT MODEL UNDER A DIGITAL TRANSFORMATION APPROACH FOR STOCKOUT REDUCTION IN CHEMICAL INDUSTRY’S MSE
-ANALYTICAL METHOD OF OPERATIONAL PLANNING APPLYING SERVQUAL FOR THE REDUCTION OF NON-COMPLIANT SERVICES IN ENVIRONMENTAL SANITATION COMPANIES
-APPLICATION OF LEAN MANUFACTURING TO IMPROVE THE DUCT PRODUCTION PROCESS OF AN AIR CONDITIONING COMPANY IN THE YEAR 2021
-ASSESSING THE USABILITY OF A COOKIES-BASED ACCESS MONITORING TOOL FOR A CMS
-B2B MARKETING METHOD ADAPTED TO SALES IMPROVEMENT THROUGH THE IMPLEMENTATION OF ABC CLASSIFICATION TOOL AND INBOUND MARKETING IN SMES
-BUSINESS INFORMATION ARCHITECTURE FOR SUCCESSFUL PROJECT IMPLEMENTATION BASED ON SENTIMENT ANALYSIS IN THE TOURIST SECTOR
-COMMERCIAL MANAGEMENT MODEL BASED ON THE PHVA METHODOLOGY TO IMPROVE THE PROSPECTING OF POTENTIAL CLIENTS IN SMES THAT PROVIDE MAINTENANCE SERVICES TO THE CONSTRUCTION SECTOR
-COMPARISON OF AN ACCELERATED GARBLE EMBEDDING METHODOLOGY FOR PRIVACY PRESERVING IN BIOMEDICAL DATA ANALYTICS
-COMPREHENSIVE STRATEGIC RISK MANAGEMENT SYSTEM TO REDUCE EVALUATION TIMES IN SMALL-SCALE MINING PROJECTS
-COMPUTATIONAL APPROACHES TO EXPLAINABLE ARTIFICIAL INTELLIGENCE: ADVANCES IN THEORY, APPLICATIONS AND TRENDS
-CONVERGENCE MODEL FOR THE MIGRATION OF A RELATIONAL DATABASE TO A NOSQL DATABASE
-DATA GOVERNANCE MATURITY MODEL FOR MICRO FINANCIAL ORGANIZATIONS IN PERU
-DESIGN OF A CONTROL AND MONITORING SYSTEM TO REDUCE TRAFFIC ACCIDENTS DUE TO DROWSINESS THROUGH IMAGE PROCESSING
-DESIGN OF AN UNMANNED AERIAL SYSTEM FOR THE DETECTION OF DANGEROUS AREAS DURING FIRES
-DESIGNING A PROCUREMENT MANAGEMENT MODEL TO REDUCE PROJECT DELAYS IN A HYDRAULIC AND AUTOMATION SYSTEMS COMPANY
-DIGITIZATION MODEL FOR COSTS AND OPERATING TIMES REDUCTION IN PERUVIAN BANKS
-DRILLING-AND-BLASTING MESH DESIGN FOR UNDERGROUND MINING USING THE HOLMBERG METHOD
-FEATURE REPRESENTATION IN PRETRAINED DEEP METRIC EMBEDDINGS
-FILLING METHOD IMPLEMENTING HYDRAULIC LIME FOR REUSING MINE TAILINGS AND IMPROVE SUSTAINABILITY IN CONVENTIONAL PERUVIAN UNDERGROUND MINES
-HOW COURSE MANAGEMENT SYSTEMS CAN BENEFIT FROM EXPLORATORY ANALYSIS OF STUDENT ON-LINE ACTIVITY
-INCREASE IN THE SATISFACTION INDEX IN A RESTAURANT THROUGH THE APPLICATION OF VALUE STREAM MAPPING AND VISUAL MANAGEMENT
-INCREASED PRODUCTIVITY IN THE GARMENT MANUFACTURING PROCESS USING THE SMED METHODOLOGY OF LEAN MANUFACTURING
-INFORMATION ARCHITECTURE MODEL FOR DATA GOVERNANCE INITIATIVES IN PERUVIAN UNIVERSITIES
-INTERRELATION MODEL BASED ON S&OP FOR SMALL AND MEDIUM-SIZED COMPANIES IN THE FOOD SECTOR
-KNOWLEDGE MANAGEMENT MODEL TO SUPPORT A SUPPLY CHAIN FOR TIMELY ORDER DELIVERY IN A TELECOMMUNICATIONS EQUIPMENT MARKETING COMPANY
-LEAN HEALTHCARE MODEL USING KNOWLEDGE MANAGEMENT AND CHANGE MANAGEMENT APPROACHES TO REDUCE DELAYS FOR CARE IN THE HEALTH SECTOR
-LEAN LOGISTICS SUPPLY PLANNING MODEL UNDER THE ISO 22000 APPROACH FOR THE REDUCTION OF OPERATIONAL VARIABILITY IN MSES IN THE FOOD SECTOR
-LEAN MANUFACTURING MODEL BASED ON KNOWLEDGE MANAGEMENT TO INCREASE COMPLIANCE IN THE PRODUCTION PROCESS IN PERUVIAN SMES IN THE TEXTILE GARMENT SECTOR
-LEAN MANUFACTURING MODEL FOR THE REDUCTION OF PRODUCTION TIMES AND REDUCTION OF THE RETURNS OF DEFECTIVE ITEMS IN TEXTILE INDUSTRY
-LEAN MANUFACTURING MODEL IN A MAKE TO ORDER ENVIRONMENT IN THE PRINTING SECTOR IN PERU
-LEAN MANUFACTURING PRODUCTION MANAGEMENT MODEL FOCUSED ON WORKER EMPOWERMENT AIMED AT INCREASING PRODUCTION EFFICIENCY IN THE TEXTILE SECTOR
-LEAN MANUFACTURING PRODUCTION MANAGEMENT MODEL USING THE JOHNSON METHOD APPROACH TO REDUCE DELIVERY DELAYS FOR PRINTING PRODUCTION LINES IN THE DIGITAL GRAPHIC DESIGN INDUSTRY
-LEAN MANUFACTURING PRODUCTION METHOD USING THE CHANGE MANAGEMENT APPROACH TO REDUCE BACKORDERS AT SMES IN THE FOOTWEAR INDUSTRY IN PERU
-LEAN MODEL TO IMPROVE ORDER FULFILLMENT IN SMES IN THE METALLURGICAL SECTOR
-LEAN PRODUCTION MANAGEMENT MODEL BASED ON ORGANIZATIONAL CULTURE TO IMPROVE CUTTING PROCESS EFFICIENCY IN A TEXTILE AND CLOTHING SME IN PERU
-LEAN PRODUCTION MANAGEMENT MODEL FOR SME WASTE REDUCTION IN THE PROCESSED FOOD SECTOR IN PERU
-LEAN PRODUCTION MANAGEMENT MODEL UNDER THE CHANGE MANAGEMENT APPROACH TO REDUCE ORDER FULFILLMENT TIMES FOR PERUVIAN TEXTILE SMES
-MAINTENANCE MANAGEMENT MODEL UNDER THE TPM APPROACH TO REDUCE MACHINE BREAKDOWNS IN PERUVIAN GIANT SQUID PROCESSING SMES
-MANAGEMENT MODEL FOR THE IMPROVEMENT OF LOGISTICS PRODUCTIVITY IN PECAN PRODUCING MSES IN ICA
-MANAGEMENT MODEL LOGISTIC FOR THE USE OF PLANNING AND INVENTORY TOOLS IN A SELLING COMPANY OF THE AUTOMOTIVE SECTOR IN PERU
-MANAGEMENT PROJECTS MODEL TO REDUCE LEAD TIME OF BASE STATION TELECOM CONSTRUCTION IN SME BASED ON LEAN FOCUS AND AGILITY
-MASTER DATA MANAGEMENT MATURITY MODEL FOR THE MICROFINANCE SECTOR IN PERU
-METHOD TO OPTIMIZE THE FLOW OF THE PRODUCTION PROCESS OF COMPANIES THAT MANUFACTURE WATER TANKS
-MICRO AND NANO-SILICA ADDITIONS TO OPTIMIZE THE COMPRESSIVE STRENGTH OF SHOTCRETE
-MINIMALLY ACTIVE NEUTRALIZATION OF ACID MINE DRAINAGE THROUGH THE MONTE CARLO METHOD
-MOBILE ROBOT FOR THE SPRAYING OF CORN CROPS WITH AUTONOMOUS NAVIGATION CAMERA FOR THE PLAINS OF THE ANDES
-MODEL FOR IMPROVING POST-SALES PROCESSES APPLYING LEAN THINKING TO REDUCE VEHICLE DELIVERY TIMES AT AN AUTOMOTIVE COMPANY
-MODEL OF ASSOCIATION BETWEEN LEARNING OBJECTS AND STYLES FOR AN ADAPTIVE LEARNING PLATFORM
-NONINVASIVE DEEP LEARNING ANALYSIS FOR SMITH–MAGENIS SYNDROME CLASSIFICATION
-OCCUPATIONAL HEALTH AND SAFETY MANAGEMENT MODEL FOR MINING CONTRACTS
-PERSONAL DATA PROTECTION MATURITY MODEL FOR THE MICRO FINANCIAL SECTOR IN PERU
-PLANT LAYOUT MODEL FOR IMPROVING FOOTWEAR PROCESS TIMES IN MICRO AND SMALL ENTERPRISES
-PRE-SPLIT BLASTING DESIGN TO REDUCE COSTS AND IMPROVE SAFETY IN UNDERGROUND MINING
-PREDICTIVE MODEL BASED ON SENTIMENT ANALYSIS FOR PERUVIAN SMES IN THE SUSTAINABLE TOURIST SECTOR
-PRODUCTION MANAGEMENT MODEL BASED ON LEAN MANUFACTURING AND CHANGE MANAGEMENT AIMED AT REDUCING ORDER FULFILLMENT TIMES IN MICRO AND SMALL WOODEN FURNITURE COMPANIES IN PERU
-PRODUCTION MANAGEMENT MODEL BASED ON LEAN MANUFACTURING FOCUSED ON THE HUMAN FACTOR TO IMPROVE PRODUCTIVITY OF SMALL BUSINESSES IN THE METALWORKING SECTOR
-PROPOSAL FOR PROCESS STANDARDIZATION FOR CONTINUOUS IMPROVEMENT IN A PERUVIAN TEXTILE SECTOR COMPANY
-PUBLIC MANAGEMENT MODEL WITH A SUSTAINABLE DEVELOPMENT APPROACH BASED ON LEAN SIX SIGMA: FORMALIZATION OF SMALL-SCALE AND ARTISANAL MINING IN PERU
-PURCHASING AND QUALITY MANAGEMENT LEAN MANUFACTURING MODEL FOR THE OPTIMIZATION OF DELIVERY TIMES IN SMES IN THE FOOD SECTOR
-QUALITY MANAGEMENT MODEL BASED ON LEAN SIX SIGMA FOR REDUCING RETURNS OF DEFECTIVE CLOTHING ARTICLES IN SMES FROM THE CLOTHING INDUSTRY
-RECOMMENDER SYSTEMS ON THE WEB: A MODEL-DRIVEN APPROACH
-RESULTS-BASED PROCESS MANAGEMENT MODEL APPLIED TO NGOS TO PROMOTE SUSTAINABILITY AND RELIABILITY IN SOCIAL PROJECTS
-SAFETY MANAGEMENT MODEL WITH A BEHAVIOR-BASED SAFETY COACHING APPROACH TO REDUCE SUBSTANDARD BEHAVIORS IN THE MINING SECTOR
-SCAT MODEL BASED ON BAYESIAN NETWORKS FOR LOST-TIME ACCIDENT PREVENTION AND RATE REDUCTION IN PERUVIAN MINING OPERATIONS
-SCOR MODEL FOR A DUAL-CHANNEL SUPPLY CHAIN USING DROP SHIPPING TO REDUCE OVERSTOCK IN SMALL- AND MEDIUM-SIZED RETAIL ENTERPRISES
-SENTIMENT ANALYSIS BASED INFORMATION ARCHITECTURE MODEL FOR PERUVIAN SUSTAINABLE TOURISM SMES
-SPARE PARTS SUPPLY METHOD BASED ON FORECASTS OF INDUSTRIAL EQUIPMENT FAILURES AND CONTINUOUS INVENTORY REVIEW TO PROVIDE A TIMELY AFTER-SALES SERVICE OF AN SME
-TECHNOLOGICAL-ORGANIZATIONAL MATURITY MODEL FOR THE SUCCESSFUL IMPLEMENTATION OF DATA GOVERNANCE INITIATIVES
-TELECOMMUNICATIONS TOWER KITS MANUFACTURING MODEL BASED ON IKEA’S APPROACH TO MINIMIZE THE RETURN DUE TO MISSING PARTS IN A METALWORKING ENTERPRISE KIT
-TOURISM CLUSTER IMPLEMENTATION MODEL IN SMALL CITIES OF DEVELOPING COUNTRIES
-TPM MAINTENANCE MANAGEMENT MODEL FOCUSED ON RELIABILITY THAT ENABLES THE INCREASE OF THE AVAILABILITY OF HEAVY EQUIPMENT IN THE CONSTRUCTION SECTOR
-VERTICAL TAILINGS APPROACH UTILIZING SURFACE PASTE DISPOSAL TO REDUCE LAND SPACE WASTE FROM WATER IN POLYMETALLIC MINING IN PERU
-WAREHOUSE MANAGEMENT MODEL USING FEFO, 5S, AND CHAOTIC STORAGE TO IMPROVE PRODUCT LOADING TIMES IN SMALL- AND MEDIUM-SIZED NON-METALLIC MINING COMPANIES
-WASTE ELIMINATION MODEL BASED ON LEAN MANUFACTURING AND LEAN MAINTENANCE TO INCREASE EFFICIENCY IN THE MANUFACTURING INDUSTRY
-WASTE REDUCTION WITH LEAN MANUFACTURING MODEL IN AN ALPACA WOOL WORKSHOP
-ZERO-SHOT LEARNING FOR SUBDISCRIMINATION IN PRE-TRAINED MODELS
-RESEARCH GROUP IN BIOINSPIRED SYSTEMS AND APPLICATIONS OF THE REY JUAN CARLOS UNIVERSITY
-HIGH PERFORMANCE RESEARCH GROUP IN FACE RECOGNITION AND ARTIFICIAL VISION OF THE REY JUAN CARLOS UNIVERSITY
-INFORMATION TECHNOLOGIES IN EDUCATION LABORATORY OF THE REY JUAN CARLOS UNIVERSITY