Download DB MG - Fondazione Torino Wireless

Database and Data Mining Group
Politecnico di Torino
Dipartimento di Automatica e Informatica
B
D MG
Data Base and Data Mining Group of Politecnico di Torino
Elena Baralis
http://dbdmg.polito.it/twiki/bin/view/Public/ElenaBaralis
Research topics
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Database systems
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data quality
data warehouse design
XML data indexing
data mining integration into database systems
Data mining
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association rules
classification and prediction
text/web mining
context-aware data analysis
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Research topics
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Data stream analysis
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sensor network querying
mining sensor network data (clinical data, sport
performance data)
network traffic analysis
Bioinformatics
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feature/gene selection
microarray clustering
biological validation
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Context-aware user and service profiling
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Context-aware applications
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offer personalized services depending on the current application context of the user
Service providers are usually interested in profiling users and services to
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increase client satisfaction
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broaden the set of offered services
Data Mining activity
Data Collection and
Pre-processing
Activity
Location
Generalized
rules
Context and
Service Data
Generalized Association
Rule Mining
Time
Presence
Taxonomies
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MG
In-Depth Analysis
Service
Rules
Rule
Classifier
User
Rules
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Sensor network models
ROOM
POSITION
MOTE
MEASURE
SENSOR
SENSORTYPE
DATA
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MG
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Sensor network models
Sensor Application
Query
Sensor Network
Historical
Sensor
Readings
sn1
sn2
sn3
Query
and Plan
sn5
sn4
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MG
Results
Results
Selecting
Representative
Sensors
Clustering
Sensor Data
SeReNe
Plan Generation
and Optimization
SN
Models
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