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Computational Intelligence
at Society’s Service
Who we are
An active and young group based on
the University of Deusto since 1999.
Origin
7 PhDs
9 Researchers
11 Dissertations in progress
5 Doctoral grants
4 Grade students
Team
What we do
Information Security
Computational Intelligence
Natural Language Processing
Security
Intelligence
Language
BIOINFORMATICS
ARTIFICIAL VISION
NANOMATERIALSRECOMENDATION SYSTEMS
BOTNET
MALWARE
SPAM/PHISHING
VULNERABILITIES
SYSTEM OPTIMIZATION
REPUTATION SYSTEMS
AUTHORSHIP RECOGNITION
OPINION MINING
SOCIAL MEDIA MONITORS
DECISSION SUPPORT MACHINES
TIMES SERIES ANALYSIS
CONTENT FILTERING
CHILD PROTECTION
ELECTRONIC FRAUD
DIGITAL IDENTITY
DEFECT DETECTION
DEFECT PREVENTION
Enhanced Topic-based Vector
Space Model for Semantics-aware
Spam Filtering
JCR: Q1
Automatic Categorisation of
Comments in Social News
Websites
JCR: Q1
Negobot: A conversational agent
based on game theory for the
detection of paedophile behaviour
CORE: B
Word Sense Disambiguation for
Spam Filtering
JCR: Q2
Model Predictive Control on High
Precision Foundries, a New
Approach for the Prediction Phase
JCR: Q4
Enhanced Image Segmentation
using Quality Threshold
Clustering for Surface Defect
Categorisation in High Precision
Automotive Castings
DBLP Indexed
MAMA: Manifest Analysis for
Malware Detection in Android
JCR: Q3
Opcode Sequences as
Representation of Executables for
Data-mining-based Unknown
Malware Detection
JCR: Q1
Clasificación supervisada de
paquetes procedentes de una
botnet HTTP
CORE: C
Scientific Impact
Security
Intelligence
Language
Last update: September 2013
A TOTAL OF 16 PUBLICATIONS
A TOTAL OF 35 PUBLICATIONS
A TOTAL OF 45 PUBLICATIONS
Scientific Impact
Security
Intelligence
Language
Last update: September 2013
13 indexed articles in the JCR
6 in the first quartile of its category
8 book chapters
75 articles in international conferences
5 with RANK A in the ERA/CORE index
27 with RANK B in the ERA/CORE index
7 theses defended
11 theses registered
2 edited books
Last update: September 2013
Applied Research
CENIT SEGUR@: Seguridad
y Confianza en la Sociedad
de la Información
NEOBIO: Nuevos productos
para la salud reproductiva
y prenatal
ESIDE-MetalBAYES:
Sistema inteligente de
control de proceso para
optimización de
parámetros de fabricación
Marsol: Modelos de
propagación de malware a
través de redes sociales
on-line
Nemesis: Mineria de datos
Eficiente sobre un SIstema
de Supercomputación
PROMEC: Predicción de
propiedades mecánicas en
materiales reforzados con
nanopartículas
IPRO: Intelligent Foundry
Business Process
APPSEYE. Herramienta de
monitorización y análisis
de mercados de
aplicaciones para
dispositivos móviles
ReTTO-PLATFORM:
Dispositivo de
optimización en la
dosificación de tracolimus
en pacientes
trasplantados de riñón
SARA: Sistema Avanzado
de Resguardo contra
Amenazas online
LIPOuniversal: Plataforma
para el diagnóstico
universal de la
hipercolesterolemia
familiar
BrainWave: Sistema de
supercomputación basado
en tecnología GPGPU
NEGOBOT: Análisis
conversacional para
protección de la infancia
en Redes Sociales
SAREAK: Sare-Sozialetan
Erreputazioa eta
Aurriskuak Kudeatzen,
Sistema Inteligente de
Gestión de Seguridad.
TRUSTED BANKING: Secure,
Trust and Resillence
Platform for Banking
Last update: September 2013
Applied ResearchLast update: September 2013
23 8 20 5 5
Applied Research
Software seguro para
estándar VozIP
integrado con
certificados digitales
software y hardware
FutureInternet: A
future internet
Programme
ESIDE-QoMed: Análisis
Bayesiano de
parámetros de calidad
de servicio en la
transmisión de
contenidos multimedia
sobre redes IP
Last update: September 2013
Applied ResearchLast update: September 2013
11
Transference to society:
some successful examples
Foundry
Reduce costs
of the process
Reduce the waste of the
process
Reduce faulty parts
Optimize the management
of raw materials
Specific goals
Foundry: optimising processes
Management Engine
EvaluatorPredictor1Evid
en
ce R
ead
er
Pre
-pro
cesso
r
Average of probabilities
Product of probabilities
Majority voting
Minimum probability
Maximum probability
Predictor2
Predictor3
Predictor4
Predictor5
Predictor6
Optimal Path
[Defect + normality]
Deviations control
(similar to anomaly
detection)
Decision Support System
Feedback to the plant
Operations
Real Time Data
Predictive models
Environmental
information
More than 9 out of 10 pieces that used to be faulty, they are not anymore
GPGPU
GPGPU: interested partners
BRAINWAVE
Grid Computing
Physics simulations
Audio Signal Processing
Scientific applications
Weather forecastand climate research
Molecular models, quantum mechanics, Bioinformatics
Market and financesprediction applications
Computer Vision
Machine Learning
Information Security
Information Security
Virus
Spyware
Botnets
Trojans
Worms
Information Security: platforms
We focus our research in securing every possible platform
Know-how
in global industry of
Information Security
Child protection
The reality:
Child protection: Negobot
Our solution:
A conversational agent looking for pederasty tendencies
Architecture:
International impact:
More than 25 countries interested in our chatbot
Why we do it
We could say…
We are going to save the world!
Or…
Our systems will be
the smartest ones!
Well… of course
we are trying
But focusing on what is
really important
To be at
Society’s Service
«Sapientia melior auro, ideo conserva secura»