TECHNOLOGICAL CAPABILITIES
EDGE COMPUTING & IOT
- Sensor processing
- Self-diagnosis
- Smart predictos and estimators
ADVANCED VIDEO ANALYTICS
- Biometry
- Facial recognition
- Object detection and human tracking
- Emotion recognition
- Gesture recognition
AI ENABLED USER INTERFACE
- Personal assistants
- Chatbots
DATA SCIENCE
- Data mining
- Data analytics
- Big data
MACHINE LEARNING
- Un/semi/supervised learning
- Reinforcement learning
- Neural networks
- Deep learning
- Long short-term memory
SOFTWARE AUTOMATION
- Software bots
- Robot process Automation
- Business process modelling
ADVANCED TEXT ANALYTICS
- Natural language processing and synthesis
- Text generation
- Text to speech / speech to text
- Sentiment analytics
COMPUTER VISION
- Pattern detection, recognition and tracking
- Image recognition, classification, and tagging
- Quality assessment automation
- Unattended vehicles and robots
- Digitizing paperwork
MODELLING
- Complex systems modelling
- State-transition modelling
- Automatic classification
- Knowledge representation and reasoning
APPLICATION AREAS
DECISION BOARD
- Decision support system
- Enhanced risk management
- Operational efficiency
- Business optimization
INDUSTRY 4.0
- Automated diagnosis
- Predictive maintenance
- Quality testing automation
- Unplanned downtime avoidance
- Prediction of yield detractors
RETAIL AND MARKETING
- Real-time personalized recommendations
- Improvement in engagement
- Pricing & merchandising optimization
- Context-aware marketing
- Social media analytics
FACILITIES
- Remote building management
- Energy expenditure reduction
- Automated regulatory assessment
- Smarter security solutions
LOGISTICS AND SUPPLY CHAIN
- Smart inventory management
- Route planning optimization
- Unattended warehouse robots
- Demand prediction
SECURITY
- Intrusion detection
- Crowd counting
- Behavioral detection and modelling
- Network protection and surveillance
CUSTOMER CARE & SUPPORT
- Natural language processing & synthesis
- Sentiment analysis
- Processing claim documents
- Chatbots
HEALTH
- Smart patient health monitoring
- Medical imaging diagnosis
- Cognitive impairment assessment
- Assistive robotics for elderly people
MOBILITY
- In-car commands and communication
- Context awareness
- Pedestrian detection and obstacle avoidance
- Autonomous driving
FINANCIAL AND INSURANCE
- Real-time fraud prevention
- Decentralized consensus algorithms
- Smart risk/credit assessment
- Increasing regulatory compliance
RELATED PROJECTS
- The aim of ANEM, in which SISCOM of the UPC participates, has been to develop, using latest generation models and techniques, a modular platform that can generate synthetic data (that is, not real data but data that can be used to train the artificial intelligence), protected from potential threats in the area of cybersecurity.
- The mobility of the future must be more intelligent, sustainable and connected. In this context, the project ‘Solutions for smart mobility’, with the participation of the Laboratory of the Barcelona School of Informatics (inLab FIB) of the Universitat Politècnica de Catalunya - BarcelonaTech (UPC), has developed a predictive model for the occupation of passengers in public transport buses based on deep learning methods.
- The SCAPE project has been developed with the participation of the Power Electronics Research Group (GREP) of the Universitat Politècnica de Catalunya - BarcelonaTech (UPC). The aim is to advance towards design standardisation, cost reduction and an improvement in the features of electronic power conversion systems for the future generation of electric vehicles.
- The research group Computer Networks and Distributed Systems (CNDS) of the Universitat Politècnica de Catalunya - BarcelonaTech (UPC) is working on LoRaMesher. The main objective of this project is to design a data routing protocol that enables the interconnection of IoT devices on LoRa wireless communication technology. IoT devices connected by LoRa construct a mesh, so that they can communicate between each other through the nodes of the network, as occurs on the Internet.
