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Sleep indicators○ Sleep quality○ Sleepiness○ Chronotype
Stress indicators○ Accumulated○ Instant
Knowledge extraction from usage data of mobile devices with educational purposes
Author: Francisco de Arriba PérezAdvisors: Manuel Caeiro Rodríguez, Juan Manuel Santos Gago
Dept. of Telematics Engineering, GIST
Perform real experiments
Improve Analytics
Enhance software architecture
Mo#va#on of the work • Fundamental pre-‐processing
step in many vision systems • Hard and challenging task • Methods appear to be
complementary in nature • Performance vs Complexity
Early results
CONTRIBUTIONS TO THE SEGMENTATION OF MOVING OBJECTS IN VIDEO SEQUENCES
Author Maria Isabel C L M Pinto Ferreira
Thesis Advisors: José Luís Alba Castro, U.Vigo, Spain Luís Corte-‐Real, U.Porto, Portugal
• Is it possible to improve used approaches while keeping complexity low?
• Can this be further improved, even if sacrificing the complexity?
Objec#ves / Research Ques#on: 27,03
26,14
40,50
0 5 10 15 20 25 30 35 40 45
LabMOG
YUVMOG
SuBSENSE
% improvement in Performance
49,87
47,49
3762,36
0 500 1000 1500 2000 2500 3000 3500 4000
LabMOG
YUVMOG
SuBSENSE
% increase in Complexity
Reference: MOG2
Input LabMOG SuBSENSE
Contribution to research new models of knowledge on BigData systems
Héctor Cerezo 13th June, 2016. Vigo - Spain
“an animal that is commonly kept as a pet and is famous for loyalty to humans”
“something that is a circle but also flat”
CONTRIBUTIONS TO CLIMATE CHANGE VERIFICATION AND ENERGY RESOURCES MANAGEMENT USING INFORMATION AND COMMUNICATION TECHNOLOGIES
Evaluation Workshop 13th June 2016
Author: María Jesús Domínguez Martínez Thesis Advisors: Manuel José Fernández Iglesias (DIR) Luis Modesto Álvarez Sabucedo (CODIR)
•Contributions of ICTs to monitoring and verification of emissions affecting Climate Change •How the above contributions on monitoring and verification of emissions, impact the Management of Energy Resources.
Definition of a model for the monitoring and verification of emissions affecting Climate Change under a semantic definition and taking advantage of Data Analytics technologies.
State of the Art & Related Technologies
Identification key features in an holistic
model
Analysis of identified key features.
Propose a framework
Validate the framework.
VERIFICATION
Testable
Public Robust
Accurate
Updatable Flexible Policy
Data Mining
Big Data
Technical Capacity
Climate Models
Global vs Local
…
…
INTERFERENCE AWARE RESOURCE ALLOCATION FOR UNDERLAY D2D-BASED DATA OFFLOADING IN 5G CELLULAR NETWORK
Meriame Hmila, Supervised by: Dr. Manuel Fern ndez VeigaAffiliation: Department of Telematics Engineering (University of Vigo)
Literature review and challenges definition.a) 5G cellular network, D2D communication, data offloading. b) Interference management, resource allocation, D2D communication in data offloading
Investigate cooperative offloading:a) Resource allocation b) Relay selection c) Device grouping
Use game theories and optimization techniques
Extensive simulation
IN PROGRESS
UNDERLAY D2D-BASED DATA OFFLOADING IN 5G
Our goals are: a) Increase Data rate b) Reduce energy consumption
Done
Contributions to multilanguage information
management using Wikipedia
- Statement:
Author: Marcos Antonio Mouriño García
Advisor: Luis Anido Rifón
- Main objective:
Wikipedia concept-based document representation alleviates
the main limitations of the BoW model, thus improving the
performance of information management tasks such as
classification, information retrieval and clustering.
To validate the suitability and benefits of using a concept-
based representation of documents that uses encyclopedic
knowledge (in particular Wikipedia) to different multilanguage
information management tasks such as classification,
information retrieval and clustering.
Semantic Parsing● Extract semantic information from text.● Using deep neural networks● Needed for:
– Conversational bots:● Google Now, Siri, Cortana, etc.
– Human Computer Interaction; and more.
● Therefore: allowing computers to understand people!
Fast vision algorithms for advanced driver assistance systemsPhD: Francisco Parada Loira
Advisor: JOSE LUIS ALBA CASTRO2016 WORKSHOP ON MONITORING PhD STUDENT PROGRESS
Motivation of the workADAS:• Safety
Autonomous driving• Easy DrivingCameras‐Computer Vision• Cost• Perfomance• Avalaibility• More features
Thesis Objetives (resumed)• Adapt state of the art algorithms and develop
new algorithms to ADAS working in real time• Compare the performance with other ADAS non
based on computer vision (laser, radar)
Results & Discussions• Development of a global platform Implementation of a
surround view system.• Adaptation of state of the art algorithms: TSR detector
Homomorphic Lattice Cryptosystems for Secure SignalProcessing
Workshop on Monitoring PhD Student Progress. June 13, 2016.
Alberto Pedrouzo-Ulloa, Advisors: Juan Ramón Troncoso-Pastoriza, Fernando Pérez-González{[email protected], [email protected], [email protected]}
• Privacy protection when dealing with sensitive signals in untrustworthy environmentsthrough the use of SPED (Signal Processing in the Encrypted Domain)
1
• Privacy protection when dealing with multidimensional signals
• Design of new primitives and protocols for encrypted signal processing
• Security analysis and development of encrypted compression schemes
Specific objectives
Main objective
Encrypted data
Encrypted results
Secret key owner
Sensitive signals
Encrypted data
Encrypted results
Service A
Service B
Service D
Service C
PhD Programme in Information and Communications Technology (2015-2016)
Author: Alexandre Pellitero Rivero Thesis Advisor: Enrique Costa Montenegro
Contribution to Augmented Reality (AR)
applications and interfaces for mobile devices
Thesis main
objectives
Results and
discussion
• Contribute to AR authoring
• Expand AR to other fields
• Explore AR for people with
special needs
• Journal publication: Sensors
AR & IoT
• Research Stay at NYU
Mobile AR Lab
• AR for medical immobilizers