Foundations of Intelligent Systems: 18th International Symposium, ISMIS 2009, Prague, Czech Republic, September 14-17, 2009, Proceedings (Lecture Notes in Computer Science, nr. 5722)
Editat de Jan Rauch, Zbigniew W. Ras, Petr Berka, Tapio Elomaaen Limba Engleză Paperback – 03 Sep 2009
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Specificații
ISBN-13: 9783642041242
ISBN-10: 3642041248
Pagini: 640
Ilustrații: Illustrations
Dimensiuni: 155 x 235 x 28 mm
Greutate: 0.91 kg
Ediția: 2009
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science , Lecture Notes in Artificial Intelligence
Locul publicării: Berlin, Heidelberg, Germany
ISBN-10: 3642041248
Pagini: 640
Ilustrații: Illustrations
Dimensiuni: 155 x 235 x 28 mm
Greutate: 0.91 kg
Ediția: 2009
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science , Lecture Notes in Artificial Intelligence
Locul publicării: Berlin, Heidelberg, Germany
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Public țintă
ResearchCuprins
Invited
Papers.-
Randomization
Methods
for
Assessing
the
Significance
of
Data
Mining
Results.-
Dealing
with
Music
in
Intelligent
Ways.-
Intelligent
Systems:
From
R.U.R.
to
ISMIS
2009
and
beyond.-
The
Art
of
Management
and
the
Technology
of
Knowledge-Based
Systems.-
Knowledge
Discovery
and
Data
Mining.-
Frequent
Itemset
Mining
in
Multirelational
Databases.-
A
Multiple
Scanning
Strategy
for
Entropy
Based
Discretization.-
Fast
Subgroup
Discovery
for
Continuous
Target
Concepts.-
Discovering
Emerging
Graph
Patterns
from
Chemicals.-
Visualization
of
Trends
Using
RadViz.-
Action
Rules
Discovery
Based
on
Tree
Classifiers
and
Meta-actions.-
Action
Rules
and
the
GUHA
Method:
Preliminary
Considerations
and
Results.-
Semantic
Analytical
Reports:
A
Framework
for
Post-processing
Data
Mining
Results.-
Applications
of
Intelligent
Systems
in
Medicine.-
Medical
Decision
Making
through
Fuzzy
Computational
Intelligent
Approaches.-
Fuzzy
Cognitive
Map
Based
Approach
for
Assessing
Pulmonary
Infections.-
A
Knowledge-Based
Framework
for
Information
Extraction
from
Clinical
Practice
Guidelines.-
RaJoLink:
A
Method
for
Finding
Seeds
of
Future
Discoveries
in
Nowadays
Literature.-
Logical
and
Theoretical
Aspects
of
Intelligent
Systems.-
Automatic
Generation
of
P2P
Mappings
between
Sources
Schemas.-
An
OWL
Ontology
for
Fuzzy
OWL
2.-
Fuzzy
Clustering
for
Categorical
Spaces.-
Reasoning
about
Relations
with
Dependent
Types:
Application
to
Context-Aware
Applications.-
Quasi-Classical
Model
Semantics
for
Logic
Programs
–
A
Paraconsistent
Approach.-
Prime
Implicates
and
Reduced
Implicate
Tries.-
Logic
for
Reasoning
about
Components
of
Persuasive
Actions.-
A
Hybrid
Method
of
Indexing
Multiple-Inheritance
Hierarchies.-
Text
Mining.-
Theme
Extraction
from
Chinese
Web
Documents
Based
on
Page
Segmentation
and
Entropy.-
Topic-Based
Hard
Clustering
of
Documents
Using
Generative
Models.-
Boosting
a
Semantic
Search
Engine
by
Named
Entities.-
Detecting
Temporal
Trends
of
Technical
Phrases
by
Using
Importance
Indices
and
Linear
Regression.-
Applications
of
Intelligent
Systems
in
Music.-
Detecting
Emotions
in
Classical
Music
from
MIDI
Files.-
Mining
Musical
Patterns:
Identification
of
Transposed
Motives.-
Musical
Instruments
in
Random
Forest.-
Application
of
Analysis
of
Variance
to
Assessment
of
Influence
of
Sound
Feature
Groups
on
Discrimination
between
Musical
Instruments.-
Information
Processing.-
Alternative
Formulas
for
Rating
Prediction
Using
Collaborative
Filtering.-
On
Three
Classes
of
Division
Queries
Involving
Ordinal
Preferences.-
Analyses
of
Knowledge
Creation
Processes
Based
on
Different
Types
of
Monitored
Data.-
Intelligent
Information
Processing
in Semantically
Enriched
Web.-
Agents.-
Modeling
Ant
Activity
by
Means
of
Structured
HMMs.-
Modern
Approach
for
Building
of
Multi-Agent
Systems.-
Relational
Sequence
Clustering
for
Aggregating
Similar
Agents.-
FutureTrust
Algorithm
in
Specific
Factors
on
Mobile
Agents.-
Machine
Learning.-
Ensembles
of
Abstaining
Classifiers
Based
on
Rule
Sets.-
Elicitation
of
Sugeno
Integrals:
A
Version
Space
Learning
Perspective.-
Efficient
MAP
Inference
for
Statistical
Relational
Models
through
Hybrid
Metaheuristics.-
Combining
Time
and
Space
Similarity
for
Small
Size
Learning
under
Concept
Drift.-
Similarity
and
Kernel
Matrix
Evaluation
Based
on
Spatial
Autocorrelation
Analysis.-
Applications
of
Intelligent
Systems.-
Job
Offer
Management:
How
Improve
the
Ranking
of
Candidates.-
Discovering
Structured
Event
Logs
from
Unstructured
Audit
Trails
for
Workflow
Mining.-
GIS-FLSolution:
A
Spatial
Analysis
Platform
for
Static
and
Transportation
Facility
Location
Allocation
Problem.-
A
CBR
System
for
Knowing
the
Relationship
between
Flexibility
and
Operations
Strategy.-
Semantic-Based
Top-k
Retrieval
for
Competence
Management.-
A
New
Strategy
Based
on
GRASP
to
Solve
a
Macro
Mine
Planning.-
Food
Wholesales
Prediction:
What
Is
Your
Baseline?.-
Complex
Data.-
A
Distributed
Immunization
Strategy
Based
on
Autonomy-Oriented
Computing.-
Discovering
Relevant
Cross-Graph
Cliques
in
Dynamic
Networks.-
Statistical
Characterization
of
a
Computer
Grid.-
On
Social
Networks
Reduction.-
Networks
Consolidation
through
Soft
Computing.-
Lacking
Labels
in
the
Stream:
Classifying
Evolving
Stream
Data
with
Few
Labels.-
Novelty
Detection
from
Evolving
Complex
Data
Streams
with
Time
Windows.-
General
AI.-
On
Computational
Creativity,
‘Inventing’
Theorem
Proofs.-
Revisiting
Constraint
Models
for
Planning
Problems.-
Uncertainty.-
Interval-Valued
Fuzzy
Formal
Concept
Analysis.-
Application
of
Meta
Sets
to
Character
Recognition.-
A
General
Framework
for
Revising
Belief
Bases
Using
Qualitative
Jeffrey’s
Rule.
Textul de pe ultima copertă
This
book
constitutes
the
refereed
proceedings
of
the
18th
International
Symposium
on
Methodologies
for
Intelligent
Systems,
ISMIS
2009,
held
in
Prague,
Czech
Republic,
in
September 2009.
The 60 revised papers presented together with 4 plenary talks were carefully reviewed and selected from over 111 submissions. The papers are organized in topical sections on knowledge discovery and data mining, applications and intelligent systems in Medicine, logical and theoretical aspects of intelligent systems, text mining, applications of intelligent sysems in music, information processing, agents, machine learning, applications of intelligent systems, complex data, general AI as well as uncertainty.
The 60 revised papers presented together with 4 plenary talks were carefully reviewed and selected from over 111 submissions. The papers are organized in topical sections on knowledge discovery and data mining, applications and intelligent systems in Medicine, logical and theoretical aspects of intelligent systems, text mining, applications of intelligent sysems in music, information processing, agents, machine learning, applications of intelligent systems, complex data, general AI as well as uncertainty.