|
09:15-
10:00
|
Opening (Goldsaal)
Eyke Hüllermeier
(IPMU General Chair)
Metin Tolan (Prorector Technical University Dortmund)
Bernadette Bouchon-Meunier (IPMU Executive
Director)
Ronald R. Yager (IPMU Executive Director)
|
|
10:00-
11:00
|
Plenary Talk (Goldsaal)
Chair: Rudolf Kruse
|
|
Uncertainty in lifelogging
for people and products
Wolfgang Wahlster
|
|
11:00-
11:30
|
Coffee Break
|
|
Sessions
MO-1
11:30-
13:00
|
Fuzzy Machine Learning and Data
Mining – A (Room 4)
Session Chair: Daniel
Sanchez
|
|
Data mining in precision agriculture:
Management of spatial information
Georg Ruß and Alexander Brenning
Web page classification: A
probabilistic model with relational uncertainty
Elisabetta Fersini, Enza Messina and Francesco Archetti
Olive trees detection in very high resolution images
Juan Moreno Garcia, Luis Jimenez
Linares, Luis Rodriguez Benitez and Cayetano Solana
Cipres
Order-based equivalence degrees for similarity and
distance measures
Marie-Jeanne Lesot
and Maria Rifqi
|
|
Uncertainty, Vagueness and
Fuzziness in Humanities and Social Sciences – A (Room 5)
Session Chair: Rudolf Seising
|
|
Obtaining the compatibility between
musicians using soft computing
Teresa Leon and Vicente Liern
Do uncertainty and fuzziness present
themselves (and behave) in the same way in hard and human sciences?
Settimo Termini
Fuzzy probabilities: Tentative
discussions on the mathematical concepts
Enric Trillas, Takehiko Nakama and Itziar García-Hornado
Some notes on the value of vagueness
in everyday communication
Nora Kluck
|
|
Information Fusion Systems – A (Room 6)
Session Chair: Didier Coquin
|
|
Risk neutral valuations based on
partial probabilistic information
Andrea Capotorti, Giuliana
Regoli and Francesca Vattari
A new contextual discounting rule for
lower probabilities
Sébastien Destercke
Evidential combination of multiple HMM
classifiers for multi-script handwritting
recognition
Yousri Kessentini, Thomas
Burger and Thierry Paquet
|
|
Uncertainty in Measurement (Room 7)
Session Chair: Olivier
Strauss
|
|
Using cloudy kernels for imprecise
linear filtering
Sébastien Destercke and
Olivier Strauss
Uncertainty interval expression of
measurement: Possibility maximum specificity versus probability maximum
entropy principles
Gilles Mauris
Peakedness and generalized entropy for continuous
density functions
Inés Couso and Didier Dubois
Curvature-based automated smoothing
Hyung-Won Koh and Lars
Hildebrand
|
|
13:00-14:30
|
Lunch Break
|
|
Sessions
MO-2
14:30-16:00
|
SIPTA Session on Imprecise Probabilities
– A (Room 4)
Session Chair: Enrique
Miranda
|
|
An empirical comparison of Bayesian
and credal set theory for discrete state estimation
Alexander Karlsson, Ronnie Johansson and Sten F. Andler
An algorithm to find a perfect map for
graphoid structures
Marco Baioletti, Giuseppe Busanello
and Barbara Vantaggi
An extension of stochastic dominance
to fuzzy random variables
Farid Aiche and
Didier Dubois
Estimation of possibility-probability
distributions
Balapuwaduge Sumudu Udaya Mendis and Tom Gedeon
|
|
Management of Uncertain Information in
the "Digital Earth" (Room 3)
Session Chair: Paola Carrara
|
|
Using uncertainty information to combine soft
classifications
Luisa Gonçalves,
Cidália Fonte and Mario
Caetano
Fuzzy regions: adding subregions and the impact on surface and distance
calculation
Jörg Verstraete
Consistently handling geographical
user data: Context-dependent detection of colocated
POIs
Guy De Tré, Antoon Bronselaer, Tom Matthé, Nico Van de Weghe and Philippe
De Maeyer
Plateau regions: An implementation
concept for fuzzy regions in spatial databases and GIS
Virupaksha Kanjilal, Hechen Liu and Markus Schneider
|
|
Non-monotonic Reasoning and Uncertainty
– A (Room 7)
Session Chair: Gabriele Kern-Isberner
|
|
Rank correlation coefficient
correction by removing worst cases
Martin Krone and Frank Klawonn
Probabilistic relational learning for
medical diagnosis based on ion mobility spectrometry
Marc Finthammer, Christoph
Beierle, Jens Fisseler,
Gabriele Kern-Isberner, Buelent
Moeller and Joerg I. Baumbach
Approximation of data by decomposable
belief models
Radim Jirousek
|
|
Uncertainty, Vagueness and Fuzziness in
Humanities and Social Sciences – B (Room 5)
Session Chair: Settimo Termini
|
|
How to translate words into numbers? A
fuzzy approach for the numerical translation of verbal probabilities
Franziska Bocklisch,
Steffen F. Bocklisch and Josef F. Krems
On
Zadeh’s “The birth and evolution of fuzzy
logic”
Yücel Yüksel
Educational software of fuzzy logic
and control
José Galindo and Enrique León-González
Complexity and fuzziness in 20th
century science and technology
Rudolf Seising
|
|
Information Fusion Systems – B (Room 6)
Session Chair: Sylvie Galichet
|
|
The power average operator for
information fusion
Ronald R. Yager
Performance comparison of fusion
operators in bi-modal remote sensing snow detection
Aureli Soria Frisch,
Antonio Repucci, Laura Moreno and Marco Caparrini
Color recognition enhancement by fuzzy
merging
Vincent Bombardier, Emmanuel Schmitt and Patrick Charpentier
Performance evaluation of a fusion
system devoted to image interpretation
Abdellah Lamallem,
Lionel Valet and Didier Coquin
|
|
16:00-16:30
|
Coffee Break
|
|
Sessions
MO-3
16:30-18:30
|
SIPTA Session on Imprecise Probabilities
– B (Room 4)
Session Chair: Enrique
Miranda
|
|
A gambler's gain prospects with
coherent imprecise previsions
Paolo Vicig
On nonparametric predictive inference
for ordinal data
Frank Coolen, Pauline Coolen-Schrijner
and Tahani Maturi
Infinite exchangeability for sets of
desirable gambles
Gert De Cooman and
Erik Quaeghebeur
Independent natural extension
Gert de Cooman,
Enrique Miranda and Marco Zaffalon
Ergodicity conditions for upper transition operators
Filip Hermans and Gert de Cooman
|
|
Managing Uncertainty in Data Streams
(Room 5)
Session Chair: Plamen Angelov
|
|
Estimating top-k destinations in data
streams
Nuno Homem and Joao Paulo
Carvalho
A fast recursive approach to autonomous
detection, identification and tracking of multiple objects in video streams
under uncertainties
Pouria Sadeghi-Tehran, Plamen Angelov and Ramin Ramezani
Granular approach for evolving system
modeling
Daniel Leite, Pyramo
Costa and Fernando Gomide
Soft concept hierarchies to summarise data streams and highlight anomalous changes
Trevor Martin, Yun Shen and Andrei Majidian
|
|
Theory and Applications of
Intuitionistic Fuzzy Sets – A (Room 6)
Session Chair: Michal Baczynski
|
|
A new approach to the distances
between IFSs
Krassimir Atanassov
Atanassov's intuitionistic contractive fuzzy
negations
Humberto Bustince,
Benjamin Bedregal, Javier Fernandez, Glad Deschrijver and Radko Mesiar
Correlation of intuitionistic fuzzy
sets
Eulalia Szmidt and Janusz Kacprzyk
Trust propagation based on group
opinion
Anna Stachowiak
Application of IF-Sets to modeling of
lip shapes similarities
Krzysztof Dyczkowski
|
|
Soft Computing: Where Theory Meets
Applications (Room 3)
Session Chair: Vilem
Novak
|
|
Existence and uniqueness of solution
of Volterra integro-differential
equations
Saeide Hajighasemi, Tofigh Allahviranloo, Masoumeh Khezerloo, Mahmoud Khorasany and Soheil Salahshour
Expansion method for solving fuzzy Fredholm-Volterra integral equations
Saeid Khezerloo, Tofigh Allahviranloo, Saeide Haji Ghasemi, Soheil Salahshour, Masoume Khezerloo and Mahmoud Khorasani kiasari
Solving fuzzy heat equation by fuzzy
Laplace transform
Soheil Salahshour and
Elnaz Haghi
Predictive probabilistic and possibilistic models used for risk assessment of SLAs in
grid computing
Christer Carlsson and
Robert Fullér
Genuine linguistic fuzzy logic
control: Powerful and successful control method
Vilem Novak
|
|
Non-monotonic Reasoning and Uncertainty
– B (Room 7)
Session Chair: Christoph Beierle
|
|
Implementing prioritized merging with
ASP
Julien Hue, Odile Papini and Eric Wurbel
Similarity-based equality with lazy
evaluation
Gines Moreno
Progressive reasoning for complex
dialogues among agents
Josep Puyol-Gruart
and Mariela Morveli
Espinoza
Measuring instability in normal residuated logic programs
Nicolás Madrid and Manuel Ojeda-Aciego
|
|
19:00-21:00
|
Welcome Reception
|
|
9:00
-10:00
|
Plenary Talk (Goldsaal)
Chair: Bernadette Bouchon-Meunier
|
|
Using analogy-making to discover the meaning of
images
Melanie Mitchell
|
|
10:00-10:30
|
Coffee Break
|
|
Sessions
TU-1
10:30-12:00
|
Pattern Recognition and Classification –
A (Room 4)
Session Chair: Anca Ralescu
|
|
Comparing partitions by subset
similarities
Thomas A. Runkler
A comparison of five fuzzy Rand
indices
Derek Anderson, James Bezdek, James Keller and Mihail Popescu
A K-nearest neighbours
method based on lower previsions
Sébastien Destercke
Identifying the risk of attribute
disclosure by mining fuzzy rules
Irene Diaz, Jose Ranilla, Luis Rodriguez and
Luigi Troiano
|
|
Uncertainty in Network Mining (Room 7)
Session Chair: Ernesto William De Luca
|
|
A data mining algorithm for inducing temporal
constraint networks
Miguel R. Álvarez,
Paulo Félix, Purificación Carińena
and Abraham Otero
Analysis of the time evolution of scientograms using the subdue graph mining algorithm
Arnaud Quirin, Oscar Cordón,
Prakash Shelokar and
Carmen Zarco
The link prediction problem in
bipartite networks
Jerome Kunegis, Ernesto W. De Luca and Sahin Albayrak
Using enriched ontology structure for
improving statistical models of gene annotation sets
Frank Rügheimer
|
|
Intelligent Databases and Information
Systems – A (Room 5)
Session Chair: Olga Pons
|
|
A model based on outranking for
database preference queries
Patrick Bosc, Olivier Pivert
and Gregory Smits
The bipolar semantics of querying null values in
regular and fuzzy databases
Tom Matthé and
Guy De Tré
Trimming plethoric answers to fuzzy
queries: An approach based on predicate correlation
Patrick Bosc, Allel Hadjali, Olivier Pivert and
Gregory Smits
Incremental membership function
updates
Narjes Hachani, Imen Derbel, and Habib Ounelli
|
|
SIPTA Session on Probabilistic Graphical
Models with Imprecision – A (Room 6)
Session Chair: Alessandro Antonucci
|
|
An importance sampling approach to
integrate expert knowledge when learning Bayesian networks from data
Andrés Cano, Andres R. Masegosa and Serafín Moral
Modelling patterns of evidence in Bayesian
networks: A case-study in classical swine fever
Linda C. van der Gaag, Janneke
Bolt, Willie Loeffen and Armin Elbers
An empirical study of the use of the
noisy-or model in a real-life Bayesian network
Janneke Bolt and Linda van der Gaag
Inference with fuzzy and probabilistic
information
Giulianella Coletti and
Barbara Vantaggi
|
|
Uncertainty in Privacy and Security – A
(Room 3)
Session Chair: Aida
Valls
|
|
Bayesian network-based approaches for
severe attack prediction and handling IDSs' reliability
Karim Tabia and
Philippe Leray
Dispersion estimates for
telecommunications fraud
Nuno Homem and Joao
Paulo Carvalho
Group anonymity
Oleg Chertov and Dan Tavrov
|
|
Sessions
TU-2
12:15-13:45
|
Pattern Recognition and Classification –
B (Room 4)
Session
Chair: Anca Ralescu
|
|
Searching aligned groups of objects
with fuzzy criteria
M. Carolina Vanegas, Isabelle Bloch and Jordi Inglada
Speaker identification using belief
functions
Simon Petitrenaud, Vincent Jousse,
Sylvain Meignier and Yannick
Estčve
Evidential multi-label classification
approach to learning from data with imprecise labels
Zoulficar Younes, Fahed Abdallah and Thierry Denoeux
Gender and age estimation from
synthetic face images with hierarchical slow feature analysis
Alberto Escalante and Laurenz Wiskott
|
|
Aggregation Functions – A (Room 7)
Session Chair: Humberto Bustince
|
|
Symmetrization of modular aggregation functions
Radko Mesiar and
Andrea Mesiarova-Zemankova
D-operations satisfying I(x,y)=I(x,I(x,y))
Sebastiŕ Massanet and Joan Torrens
Smooth aggregation functions on finite
scales
Margalida Mas, Miquel
Monserrat and Joan Torrens
Dual representable aggregation
functions and their implications
Isabel Aguiló, Marc Carbonell,
Jaume Suńer and Joan
Torrens
|
|
Intelligent Databases and Information
Systems – B (Room 5)
Session Chair: Nicolás Marín
|
|
A new approach for comparing fuzzy
objects
Yasmina Bashon,
Daniel Neagu and Mick Ridley
Generalized fuzzy comparators for
complex data in a fuzzy object-relational database management system
Juan Miguel Medina, Carlos D. Barranco, Jesús R. Campańa and Sergio
Jaime-Castillo
A fuzzy rule-based approach to
contextual preference queries
Allel Hadjali, Amine Mokhtari and Olivier Pivert
On dealing with imprecise information
in a content-based image retrieval system
Tatiana Jaworska, Janusz
Kacprzyk, Nicolas Marin and Slawomir
Zadrozny
|
|
SIPTA Session on Probabilistic Graphical
Models with Imprecision – B (Room 6)
Session Chair: Andres R. Masegosa
|
|
Restricting the IDM for
classification: Good and evil of epsilon
Giorgio Corani and Alessio
Benavoli
Credal sets approximation by lower
probabilities: Application to credal networks
Alessandro Antonucci and Fabio Cuzzolin
Possibilistic graphical models and compositional
models
Jirina Vejnarova
Sequential decision processes under
act-state independence with arbitrary choice functions
Matthias Troffaes, Nathan Huntley and Ricardo Shirota Filho
|
|
Uncertainty in Privacy and Security – B
(Room 3)
Session Chair: Aida
Valls
|
|
Anonimizing categorical data with a recoding method
based on semantic similarity
Sergio Martinez, Aida Valls and David Sanchez
Keeping secrets in possibilistic
knowledge bases with necessity-valued privacy policies
Lena Wiese
Addressing complexity in a privacy
expert system
Siani Pearson
|
|
13:45-15:15
|
Lunch Break
|
|
Sessions
TU-3
15:15-16:45
|
Pattern Recognition and Classification –
C (Room 4)
Session Chair: Thomas Runkler
|
|
Towards a conscious choice of a fuzzy
similarity measure: a qualitative point of view
Bernadette Bouchon-Meunier, Giulianella
Coletti, Marie-Jeanne Lesot
and Maria Rifqi
A Stochastic treatment of similarity
Anca Ralescu, Sofia
Visa and Stefana Popovici
Short-time prediction based on
recognition of fuzzy time series patterns
Gernot Herbst and
Steffen F. Bocklisch
Some expressions of Liu’s inference
rule by membership function
Xin Gao and Dan Ralescu
|
|
Aggregation Functions – B (Room 7)
Session
Chair: Javier Fernandez
|
|
On an open problem of U. Höhle - A characterization of conditionally cancellative T-subnorms
Balasubramaniam Jayaram
T-norms and T-conorms
on the set of discrete fuzzy numbers
Jaume Casasnovas and J.Vicente Riera
Aggregation functions with stronger types of
monotonicity
Erich Peter Klement,
Maddalena Manzi and Radko Mesiar
Some remarks on the characterization
of idempotent uninorms
Daniel Ruiz-Aguilera, Joan Torrens, Bernard De Baets
and Janos Fodor
|
|
Intelligent Databases and Information
Systems – C (Room 5)
Session Chair: Carmen Martínez
|
|
Possibility theory and formal concept
analysis: Context decomposition and uncertainty handling
Yassine Djouadi, Didier
Dubois and Henri Prade
A parallel between extended formal
concept analysis and bipartite graphs analysis
Bruno Gaume, Emmanuel Navarro and Henri Prade
Describing fuzzy DB schemas as
ontologies: A system architecture view
Carmen Martinez-Cruz, Ignacio J. Blanco and M. Amparo
Vila
Using textual dimensions in data
warehousing processes
Maria Jose Martín-Bautista, Carlos Molina, Eliza Tejada
and M. Amparo Vila
|
|
Philosophical and Methodological Aspects
of Reasoning and Decision Making (Room 6)
Session Chair: Rudolf Seising
|
|
Alternative normalization schemas for
Bayesian confirmation measures
Salvatore Greco, Roman Slowinski and Izabela Szczech
On a new class of implications in fuzzy logic
Yun Shi, Bart Van Gasse,
Da Ruan and Etienne Kerre
Logical proportions: Typology and roadmap
Henri Prade and Gilles Richard
Negotiation as creative social
interaction using concept hierarchies
Fred Petry and Ronald R. Yager
|
|
The Sensing Web (SWEB) – A (Room 3)
Session Chair: Michihiko
Minoh
|
|
Privacy-protected camera for the sensing
web
Ikuhisa Mitsugami,
Masayuki Mukunoki, Yasutomo
Kawanishi, Hironori Hattori and Michihiko Minoh
Evaluation of privacy protection techniques for
speech signals
Kazumasa Yamamoto and Seiichi Nakagawa
Digital diorama: Sensing-based real-world visualization
Takumi Takehara,
Yuta Nakashima, Naoko Nitta and Noboru Babaguchi
Structuring and presenting the distributed sensory
information in the sensing web
Rin-ichiro Taniguchi, Atsushi Shimada, Yuji
Kawaguchi, Yousuke Miyata and Satoshi Yoshinaga
|
|
16:45-17:15
|
Coffee Break
|
|
Sessions
TU-4
17:15-19:15
|
Aggregation Functions – C (Room 7)
Session Chair: Radko Mesiar
|
|
On the median and its extensions
Gleb Beliakov, Humberto Bustince and Javier
Fernandez
Arity-monotonic extended aggregation operators
Marek Gągolewski
and Przemysław Grzegorzewski
Some properties of multi-argument distances and
Fermat multidistance
Javier Martín and Gaspar Mayor
Mixture utility in general insurance
Jana Spirkova
|
|
Rough Sets and Complex Data Analysis:
Theory and Applications – A (Room 5)
Session Chair: Hung
Son Nguyen
|
|
Gradual evaluation of granules of a
fuzzy relation: R-related sets
Slavka Bodjanova and
Martin Kalina
Dominance-based rough set approach to preference
learning from pairwise comparisons in case of decision under uncertainty
Salvatore Greco, Benedetto Matarazzo and Roman Slowinski
Discovering rules-based similarity in
microarray data
Andrzej Janusz
Scalable methods in rough sets
Hung Son Nguyen and Sinh Hoa
Nguyen
|
|
Theory and Applications of
Intuitionistic Fuzzy Sets – B (Room 6)
Session Chair: Maciej Wygralak
|
|
A random set and prototype theory
interpretation of intuitionistic fuzzy sets
Jonathan Lawry
Hesitation degrees as the size of ignorance
combined with fuzziness
Maciej Wygralak
On the distributivity
of implication operations over T-representable T-norms generated from strict
T-norms in interval-valued fuzzy sets theory
Michal Baczynski
Properties of interval-valued fuzzy
relations, Atanassov operators and decomposable
operations
Barbara Pękala
Cardinality and entropy for bifuzzy sets
Vasile Patrascu
|
|
Evolutionary Algorithms (Room 4)
Session Chair: Frank
Hoffmann
|
|
Application of evolutionary algorithms
to the optimization of the flame position in coal-fired utility steam
generators
Wolfgang Kästner, Rainer Hampel,
Tom Förster, Michael Wagenknecht,
Matthias Freund, Dietmar Haake,
Heiko Kanisch,
Ulrich-Steffen Altmann and Frank Müller
Measurement of ground-neutral currents
in three phase transformers using a genetically evolved shaping filter
Luciano Sanchez and Ines Couso
A genetic algorithm for feature
selection and granularity learning in fuzzy rule-based classification systems
for highly imbalanced data-sets
Pedro Villar, Alberto Fernandez and Francisco
Herrera
Learning of fuzzy rule-based
meta-schedulers for grid computing with dierential
evolution
R. P. Prado, S. García-Galán, J. E. Muńoz Expósito, A. J. Yuste and S. Bruque
Preference modeling and model
management for interactive multi-objective evolutionary optimization
Johannes Krettek, Jan Braun, Frank Hoffmann and
Torsten Bertram
|
|
The Sensing Web (SWEB) – B (Room 3)
Session Chair: Michihiko Minoh
|
|
See-through vision: A visual augmentation method for
sensing web
Yuichi Ohta, Yoshinari Kameda, Itaru Kitahara, Masayuki Hayashi and Shinya Yamazaki
Personalizing public and privacy-free
sensing information with a personal digital assistant
Takuya Kitade, Yasushi Hirano, Shoji Kajita and Kenji Mase
The open data format and query system
of the sensing web
Naruki Mitsuda and
Tsuneo Ajisaka
|
|
19:15-20:45
|
EUSFLAT Assembly (Goldsaal)
|
|
9:00-10:00
|
Plenary Talk (Goldsaal)
Chair: Jim Bezdek
|
|
Extraction of fuzzy rules from (high
dimensional) data: Some important issues and how to deal with them
Nikhil Pal
|
|
10:00-10:30
|
Coffee Break
|
|
Sessions
WE-1
10:30-12:00
|
Fuzzy Machine Learning and
Data Mining – B (Room 4)
Session Chair: Edwin Lughofer
|
|
Fuzzy clustering of incomplete data
based on cluster dispersion
Ludmila Himmelspach
and Stefan Conrad
Fuzzy classification of nonconvex data-inherent structures
Arne-Jens Hempel and Steffen F. Bocklisch
Lazy induction of descriptions using two fuzzy
versions of the Rand index
Eva Armengol and Angel Garcia-Cerdańa
Fuzzy-pattern-classifier training with
small data sets
Uwe Mönks, Denis Petker and Volker Lohweg
|
|
Fuzzy Measures and Integrals – A (Room
6)
Session Chair: Christophe Labreuche
|
|
The most representative fuzzy measures
for non-additive robust ordinal regression
Silvia Angilella, Salvatore Greco and Benedetto Matarazzo
Fuzzy measure spaces generated by
fuzzy sets
Antonin Dvorak and Michal Holcapek
Absolute continuity of monotone
measure and convergence in measure
Jun Li, Radko Mesiar and Qiang Zhang
An axiomatic approach to fuzzy
measures like cardinality of sets for finite fuzzy sets
Michal Holcapek
|
|
Decision under Fuzziness and Applications
– A (Room 3)
Session Chair: Dan Ralescu
|
|
Adaptive rule based-reasoning by
qualitative analysis
Marius Balas and Valentina
Balas
On a fuzzy weights representation for
inner dependence AHP
Shin-ichi Ohnishi, Takahiro Yamanoi
and Hideyuki Imai
Different models with fuzzy random
variables in single-stage decision problems
Luis J. Rodriguez-Muniz and Miguel López-Díaz
Finitely valued indistinguishability
operators
Gaspar Mayor and Jordi Recasens
|
|
Soft Computing in Computer Vision – A
(Room 7)
Session Chair: Jesús Chamorro Martínez
|
|
A comparison study of different color
spaces in clustering based image segmentation
Aranzazu Jurio,
Miguel Pagola, Mikel Galar, Carlos Lopez-Molina, and Daniel Paternain
Motion segmentation algorithm for dynamic scenes
over H.264 video
Cayetano Solana-Cipres, Luis
Rodriguez-Benitez, Juan Moreno-Garcia and Luis Jimenez-Linares
A fuzzy regional-based approach for
detecting cerebrospinal fluid regions in presence of multiple sclerosis
lesions
Francesc Xavier Aymerich,
Eduard Montseny, Pilar Sobrevilla and Alex Rovira
Cytoplasm contour approximation based
on color fuzzy sets and color gradient
Santiago Romani, Belen Prados-Suarez, Pilar Sobrevilla and Eduard Montseny
|
|
Rough Sets and Complex Data Analysis:
Theory and Applications – B (Room 5)
Session Chair: Salvatore Greco
|
|
Probabilistic rough set approaches to
ordinal classification with monotonicity constraints
Jerzy Błaszczyński, Roman Słowiński and Marcin Szelag
Combined Bayesian networks and
rough-granular approaches for discovery of process models based on vehicular
traffic simulation
Mateusz Adamczyk, Pawel Betlinski and Pawel Gora
Rule discovery process based on rough
sets under the belief function framework
Salsabil Trabelsi, Zied Elouedi and Pawan Lingras
|
|
Sessions
WE-2
12:15-13:45
|
Fuzzy Machine Learning and
Data Mining – C (Room 4)
Session Chair: Edwin Lughofer
|
|
On dynamic soft dimension reduction in
evolving fuzzy classifiers
Edwin Lughofer
Multi-class Imbalanced data-sets with
linguistic fuzzy rule based classification systems based on pairwise learning
Alberto Fernández, María
José del Jesus and Francisco Herrera
Learning fuzzy-valued fuzzy measures
for the fuzzy-valued Sugeno fuzzy integral
Derek Anderson, James Keller and Timothy Havens
Fuzzy multivariable Gaussian evolving
approach for fault detection and diagnosis
Andre Lemos, Walmir Caminhas and Fernando Gomide
|
|
Fuzzy Measures and Integrals – B (Room
6)
Session Chair: Christophe Labreuche
|
|
Continuity of Choquet
integrals of supermodular capacities
Nobusumi Sagara
On the robustness for the Choquet integral
Christophe Labreuche
Explicit descriptions of bisymmetric Sugeno integrals
Miguel Couceiro and Erkko
Lehtonen
Explicit descriptions of associative Sugeno integrals
Miguel Couceiro and Jean-Luc Marichal
|
|
Decision under Fuzziness and
Applications – B (Room 3)
Session Chair: Dan Ralescu
|
|
Default risk model in a fuzzy
framework
Hiroshi Inoue and Masatoshi Miyake
Bond management: An application to the
European market
José Manuel Brotons
Estimating the Brazilian central
bank's reaction function by fuzzy inference system
Ivette Luna, Leandro Maciel,
Rodrigo Lanna F. da Silveira
and Rosangela Ballini
A neuro-fuzzy
decision support system for selection of small scale business
Rajendra Akerkar and Priti Srinivas Sajja
|
|
Soft Computing in Computer Vision – B
(Room 7)
Session Chair: Santiago Romaní
|
|
Probabilistic scene models for image
interpretation
Alexander Bauer
Retrieving texture images using
coarseness fuzzy partitions
Jesús Chamorro Martínez,
Pedro Manuel Martínez Jiménez and Jose Manuel Soto
Hidalgo
Using stereo vision and fuzzy systems
for detecting and tracking people
Rui Paúl, Eugenio
Aguirre, Miguel García-Silvente and Rafael
Muńoz-Salinas
Automatic detection of active region
on EUV solar images using fuzzy clustering
M. Carmen Aranda and Carlos Caballero
|
|
Mathematical Fuzzy Logic (Room 5)
Session Chair: Lluis Godo
|
|
On elementary extensions in fuzzy
predicate logics
Pilar Dellunde and Francesc Esteva
On the complexity of non-reversible
betting games on many-valued events
Martina Fedel and Tommaso
Flaminio
Diagrams of fuzzy orderings
Branimir Seselja and Andreja Tepavcevic
Fuzzy relation equations in semilinear spaces
Irina Perfilieva
|
|
13:45-15:15
|
Lunch Break
IJAR Board Meeting
“Women in Computational Intelligence” Meeting
|
|
16:00-23:00
|
Social Event
|
|
16:00
Bus transfer from Dortmund
Westfalenhallen to Essen Zeche Zollverein (meeting at 15:45)
17:00 Guided tour of Zeche
Zollverein
19:00 Reception at Casino Zollverein
20:15 Conference dinner at Casino Zollverein
22:45 Bus transfer to Dortmund (arrival 23:15)
|
|
9:00-10:00
|
Plenary Talk (Goldsaal)
Chair: Eyke
Hüllermeier
|
|
Learning and inference with positive definite
kernels
Bernhard Schoelkopf
|
|
10:00-10:30
|
Coffee Break
|
|
Sessions
TH-1
10:30-12:00
|
Fuzzy Machine Learning and
Data Mining – D (Room 4)
Session Chair: Daniel
Sanchez
|
|
Time series comparison using linguistic fuzzy
techniques
Rita Castillo-Ortega, Nicolas Marin and
Daniel Sanchez
Temporal linguistic summaries of time series using
fuzzy logic
Janusz Kacprzyk and Anna Wilbik
Interestingness measures for
association rules within groups
Aida Jimenez, Fernando Berzal and Juan-Carlos Cubero
Feature subset selection for fuzzy
classification methods
Marcos Cintra, Maria Monard
and Heloisa Camargo
|
|
Fuzzy Numbers and Fuzzy Arithmetic – A
(Room 7)
Session Chair: Przemyslaw Grzegorzewski
|
|
A fuzzy distance between two fuzzy
numbers
Saeid Abbasbandy and Saeide Hajighasemi
On the Jaccard
index with degree of optimism in ranking fuzzy numbers
Nazirah Ramli and Daud Mohamad
Multiple products and implications in
interval-valued fuzzy set theory
Glad Deschrijver
Negation functions in the set of
discrete fuzzy numbers
Jaume Casasnovas and J.Vicente Riera
|
|
Belief Function Theory and Knowledge
Management – A (Room 5)
Session Chair: Zied
Elouedi
|
|
Conflicts within and between belief
functions
Milan Daniel
Constructing multiple frames of
discernment for multiple subproblems
Johan Schubert
Consonant continuous belief functions
conflicts calculation
Jean-Marc Vannobel
Conflict interpretation in a belief
interval based framework
Clément Solau, Laurent Delahoche
and Bruno Marhic
|
|
Fuzzy Measures and Integrals – C (Room
6)
Session Chair: Christophe Labreuche
|
|
Choquet-integral-based evaluations by fuzzy
rules: Fuzzy rule table identification methods by weights and interaction
degrees
Eiichiro Takahagi
Necessity-based Choquet
integrals for sequential decision making under uncertainty
Nahla Ben Amor, Helene Fargier
and Wided Guezguez
Inclusion-exclusion integral and its
application to subjective video quality estimation
Aoi Honda and Jun Okamoto
Choquet integration on set systems
Ulrich Faigle, Michel Grabisch
and Maximilian Heyne
|
|
Information,
Adaptation, and Context Awareness (Room 3)
Session Chair: Henrik Larsen
|
|
Information processing under MaxEnt and remaining uncertainty
Elmar Reucher
Uncertainty estimation in the fusion
of text-based information for situation awareness
Kellyn Rein, Ulrich Schade
and Silverius Kawaletz
Fuzzy ontology and information granulation:
An approach to knowledge mobilisation
Christer Carlsson, Matteo Brunelli and Jozsef Mezei
A remark on adaptive scheduling of optimization
algorithms
Krisztián Balázs and Laszlo T. Koczy
|
|
Sessions
TH-2
12:15-13:45
|
Fuzzy Machine Learning and Data Mining –
E (Room 4)
Session Chair: Daniel Sanchez
|
|
Fuzzy clustering-based filter
Luiz Coletta, Eduardo
Hruschka, Thiago Covoes and Ricardo Campello
Attribute value selection by considering
the minimum description length approach and feature granularity
Kemal Ince and Frank Klawonn
Data mining in RL-bags
M.Dolores Ruiz, Miguel Delgado and Daniel
Sanchez
Bayesian assaying of GUHA nuggets
Esko Turunen and
Robert Piche
|
|
Soft Computing in Industry – A (Room 3)
Session
Chair: Anthony J. Grichnik
|
|
Data-driven design of Takagi-Sugeno fuzzy systems for predicting NOx
emissions
Edwin Lughofer, Vicente Macian,
Carlos Guardiola and Erich Peter Klement
Manufacturing virtual sensors at
Caterpillar, Inc.
Timothy Felty, James Mason and Anthony Grichnik
Modelling low-carbon energy system design through
2050 in a collaboration of industry and the public sector
Christopher Heaton and Rod Davies
Methodology for evaluation of linked
multidimensional measurement system with balanced scorecard
Yutaka Kigawa,
Kiyoshi Nagata, Fuyume Sai
and Michio Amagasa
|
|
Fuzzy Numbers and Fuzzy Arithmetic – B
(Room 7)
Session Chair: Seaid
Abbasbandy
|
|
New tools for fuzzy arithmetic with
fuzzy numbers
Luciano Stefanini
Model assessment using inverse fuzzy
arithmetic
Thomas Haag and Michael Hanss
Optimistic arithmetic operators for
fuzzy and gradual intervals - Part I: Interval approach
Reda Boukezzoula and
Sylvie Galichet
Optimistic arithmetic operators for
fuzzy and gradual intervals - Part II: Fuzzy and gradual interval approach
Reda Boukezzoula and
Sylvie Galichet
|
|
Belief Function Theory and Knowledge
Management – B (Room 5)
Session Chair: Thierry Denoeux
|
|
Evidential data association filter
Ahmed Dallil, Mourad Oussalah and Abdelaziz Ouldali
Maintaining evidential frequent itemsets in case of data deletion
Mohamed Anis Bach Tobji
and Boutheina Ben Yaghlane
Takagi-Sugeno
models from evidential clustering
Rui Jorge Almeida and Uzay
Kaymak
Measuring impact of diversity of
classifiers on the accuracy of evidential ensemble classifiers
Yaxin Bi and Shengli
Wu
|
|
Fuzzy Preference Modeling and
Preferences in AI: two sides of the same coin – A (Room 6)
Session Chair: Lluis
Godo
|
|
From fuzzy preference relations to
alternative rankings: A case of study in Machine learning
Francesco Herrera
An interactive algorithm to deal with
inconsistencies in the representation of cardinal information
Brice Mayag, Michel Grabisch
and Christophe Labreuche
An algorithm for generating consistent
and transitive approximations of reciprocal preference relations
Steven Freson, Hans De Meyer and Bernard De Baets
Aggregation of partly inconsistent preference
information
Rudolf Felix
|
|
13:45-15:15
|
Lunch Break
|
|
Sessions
TH-3
15:15-17:15
|
Soft Computing in Industry – B (Room 3)
Session Chair: Anthony J. Grichnik
|
|
A genetic fuzzy expert system for the
textile fiber industry
Stefan Berlik and Maryam Nasiri
Coping with uncertainty in temporal
gene expressions using symbolic representations
Silvana Badaloni and
Marco Falda
Predicting outcomes of septic shock
patients using feature selection based on soft computing techniques
Andre S. Fialho, Federico Cismondi,
Susana M. Vieira, Joao M.C. Sousa, Shane R. Reti,
Michael D. Howell, and Stan N. Finkelstein
|
|
Fuzzy Numbers and Fuzzy Arithmetic – C
(Room 7)
Session Chair: Luciano Stefanini
|
|
A correlation ratio for possibility
distributions
Robert Fullér, Jozsef
Mezei and Péter Várlaki
Trapezoidal approximation of fuzzy
numbers based on sample data
Przemyslaw Grzegorzewski
Adjoint pairs on interval-valued fuzzy sets
Jesus Medina
A new approach for solving first order
fuzzy differential equation
Tofigh Allahviranloo and Soheil Salahshour
Application of Gaussian quadratures in solving fuzzy Fredholm
integral equations
Masoumeh Khezerloo, Tofigh Allahviranloo, Soheil Salahshour, Mahmoud Khorasani Kiasari, Saeide Haji Ghasemi
|
|
Belief Function Theory and Knowledge
Management – C (Room 5)
Session Chair: Johan Schubert
|
|
Multiplication of multinomial
subjective opinions
Audun Josang and
Stephen O'Hara
Evaluation of reported information: A model in the
theory of evidence
Laurence Cholvy
Bayesian networks vs. evidential
networks: An application to convoy detection
Evangeline Pollard, Michčle Rombaut
and Benjamin Pannetier
|
|
Fuzzy Preference Modeling and
Preferences in AI: two sides of the same coin – B (Room 6)
Session Chair: Souhila
Kaci
|
|
Extracting and modelling
preferences from dialogue
Nicholas Asher, Elise Bonzon and Alex Lascarides
Argumentation framework with fuzzy
preference relations
Souhila Kaci and
Christophe Labreuche
Rectification of preferences in a fuzzy
environment
Camilo A. Franco de los Ríos, Javier Montero
and Tinguaro Rodriguez
Characterization of complete fuzzy
preorders defined by Archimedean T-norms
Ignacio Montes, Davide Martinetti,
Susana Díaz and Susana Montes
|
|
Modelling Collective Choices under Fuzziness (Room 4)
Session Chair: Patrik Eklund
|
|
A new adaptive consensus reaching
process based on the experts' importance
Ignacio Pérez and Enrique Herrera-Viedma
Multiagent decision making, fuzzy prevision, and
consensus
Antonio Maturo and Aldo G.S. Ventre
A categorical approach to the
extension of social choice functions
Patrik Eklund, Mario Fedrizzi and Hannu Nurmi
Signatures for assessment, diagnosis
and decision-making in ageing
Patrik Eklund
Towards a new generation of indicators
for consensus reaching support using type-2 fuzzy sets
Witold Pedrycz, Janus
Kacprzyk and Slawomir Zadrozny
|
|
17:15-17:45
|
Coffee Break
|
|
17:45-19:00
|
Round Table A (Room
5)
|
|
New trends in information theory
applications
Organizers : Christophe Marsala and Bernadette Bouchon-Meunier
Discussants: Jan van der Lubbe (Application of parametric information measures),
Nikhil R. Pal (Use of information measures for identifying gene interaction
networks), Christophe Marsala (Information and
discrimination measures for fuzzy decision trees)
|
|
Round Table B (Goldsaal)
|
|
In memory of Ebrahim (Abe)
Mamdani
Organizer :
Luis Magdalena
Discussants: Rudolf Kruse, Rudolf Seising, Ron Yager
|
|
19:15-19:45
|
Wrap-Up
|
|
10:00-11:00
|
Keynote Talk
(Erich-Brost-Haus)
|
|
Do fuzzy data exist?
Didier Dubois
|
|
11:00-11:30
|
Coffee Break
|
|
|
Special Session
Follow-Ups (Erich-Brost-Haus)
|
|
Sessions
FR-1
11:30-13:00
|
Session 1: Fuzzy Numbers and Fuzzy
Arithmetic
|
|
Organizer: Przemyslaw Grzegorzewski,
Luciano Stefanini
This is a follow-up of the special
session on "Fuzzy Numbers and Fuzzy Arithmetic". It will start with
a short introduction by the organizers, followed by a round table discussion
on the following topics: (1) New challenges in the field of fuzzy numbers,
originating both in theory and practice (fuzzy calculus, fuzzy equations and
fuzzy differential equations, ranking fuzzy numbers, fuzzy regression, etc.).
(2) Fuzzy numbers and their approximations (new directions, useful
representations, 3) Fuzzy numbers and related structures (intuitionistic
fuzzy numbers, generalized fuzzy numbers, etc.). (4) Open problems.
|
|
Session 2: Pattern Recognition and
Classification
|
|
Organizer: Anca Ralescu
This follow-up will focus on the
discussion of (fuzzy) classifiers systems. In particular, the following
questions shall be addressed: (1) What is the impact of the measure of
similarity (or distance) on the classifier performance? (2) How can one
evaluate the output of a fuzzy classifier in a proper way, and how to extend
various criteria for the evaluation of classifier performance to the fuzzy
case?
|
|
Session 3: Fuzzy Measures and Integrals
|
|
Organizer: Christophe Labreuche
The Choquet
integral has been applied in many domains for more than 20 years. The
applicative domains cover in particular multi-criteria decision aiding,
decision under uncertainty, data fusion, and classification. The aim of this
follow-up session is to (i) exchange the practices of the use of fuzzy
measures and integrals in real applications, (ii) discuss on the major
advances in fuzzy measures and integrals since their appearance, (iii)
identify the scientific bottlenecks (for future research) required to address
new classes of problems/applications.
|
|
13:00-14:00
|
Lunch Break
|
|
14:00-15:00
|
Keynote Talk
|
|
Computational intelligence in games
Günter Rudolph/Mike Preuss
|
|
Sessions
FR-2
14:00-15:30
|
Session 4: Uncertainty and Information Management
in Open Source Intelligence
|
|
Organizer: Henrik Larsen
The problem considered is that of
exploiting open sources (like the web and social media) for awareness in
areas of interest (e.g., homeland security, competitor monitoring, sentiment monitoring)
through information fusion/integration, information mining,
pattern/sentiment/event/situation recognition, etc. Challenges and issues
include: concept, entity, and event identification; management of uncertainty
due to imperfections (e.g., identification ambiguities, incomplete
information, inconsistent information, erroneous information and
misinformation); privacy information management; knowledge representation and
management. The first part of this follow-up will consist of 3-5 short presentations,
each about 10 minutes. After a short break, this will be followed by a round
table discussion.
|
|
15:30-16:30
|
Farewell
|
