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The biennial International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU) aims to bring together scientists working on various methods for the management of uncertainty in intelligent systems. This conference provides a medium for the exchange of ideas between theoreticians and practitioners using different methods to address the important issue of uncertainty.

Conference History:

20th IPMU2024 International Conference, July 22-26, 2024, Lisbon, Portugal
(Host: TBD)

Conference program TBD

19th IPMU2022 International Conference, July 11-15, 2022, University of Milano-Bicocca, Milan, Italy
(Host: Department of Computer Sciences, Systems and Communication, University of Milano-Bicocca)

Keynotes:
Science and Engineering of Intelligence

Sessions:
Weak and Cautious Learning
Knowledge Acquisition, Representation and Reasoning
Data Science and Machine Learning

Special Sessions:
Fuzzy Methods in Data Mining and Knowledge Discovery
Machine Learning for partially-labeled Data (CANCELLED)
Information Fusion Techniques based on Aggregation Functions, Pre-aggregation Functions, and their Generalizations
Managing Imprecise Information for XAI (CANCELLED)
Natural Language and Information Systems (CANCELLED)

18th IPMU2020 International Conference, June 15 – 19, 2020, University of Lisbon, Lisbon, Portugal Virtual venue
(Host: Instituto Superior Técnico, University of Lisbon)

Keynotes:
Where Art Thou? – Recent Avenues in Efficient Machine Learning under Subjectivity Uncertainty

Sessions:
Knowledge Processing and Creation; Machine Learning; Fuzzy methods in Data Mining and Knowledge Discovery

17th IPMU2018 International Conference, June 11 – 15, 2018, Universidad de Cádiz, Cádiz, Spain
(Host: Department of Mathematics, University of Cádiz)

Plenary talks:
Consensus in Group Decision Making and Social Networks; Multisource Geo Big Data for Earth Observation: Challenges Offered by Fuzzy Approaches; Biological Apps: Rapidly Converging Technologies for Living Information Processing

Sessions:
Fuzzy methods in Data Mining and Knowledge Discovery; Soft Computing in Information Retrieval and Sentiment Analysis; New trends in data aggregation; Logical methods in mining knowledge from big data; Metaheuristics and Machine Learning; Fuzzy transforms: theory and applications to data analysis and processing

16th IPMU2016 International Conference, June 20 – 24, 2016, Eindhoven University of Technology, Eindhoven, The Netherlands
(Host: Information Systems (IS) Group, Eindhoven University of Technology)

Keynotes:
Learning Representations of Complex Structures in Natural Language with Neural Networks; Resource-constrained Data Analysis and Exploration

Invited Talks:
Data science in the enterprise

Industrial Round Table:
Data Science for Smart Industry

Sessions:
Textual Data Processing; Fuzzy methods in Data Mining and Knowledge Discovery; Temporal data processing; Imperfect Databases; Databases and Information Systems; Computational Aspects of Data Aggregation and Complex Data Fusion

15th IPMU2014 International Conference, July 15 – 19, 2014, Montpellier, France
(Host: Laboratoire d’Informatique, de Robotique et de Micro-électronique de Montpellier, Université Montpellier)

Keynotes:
Learning with nontrivial teacher

Sessions:
Uncertainty and Imprecision on the Web of Data; Big Data – the Role of Fuzzy Methods; Recommendation systems and social networks; Management of Uncertainty in Social Networks; Database systems; Measurement and Sensory Information; Uncertainty Management in Machine Learning; Intelligent Databases and Information Systems; Data analysis

14th IPMU2012 International Conference, July 9-13, 2012, University of Catania, Catania, Italy
(Host: Centro Biblioteche e Documentazione, University of Catania)

Plenary Talks:
Fuzzy Machine Learning in Dynamical Environments

Sessions:
Fuzzy Machine Learning and On-line Modeling; Intelligent Databases and Information System; Sensing and Data Mining for Teaching and Learning; Information Processing and Management of Uncertainty in Knowledge-Based Systems; Rough Sets and Complex Data Analysis: Theory and Applications; Information Fusion Systems

13th IPMU2010 International Conference, June 28 – July 2, 2010, Dortmund, Germany
(Host: Institut für Roboterforschung, Technische Universität Dortmund)

Sessions:
Managing Uncertainty in Data Streams; Fuzzy Machine Learning and Data Mining; Management of Uncertain Information in the “Digital Earth”; Intelligent Databases and Information Systems; Rough Sets and Complex Data Analysis: Theory and Applications; Belief Function Theory and Knowledge Management; Knowledge Management as a link between Information Theory and Business Administration; Information Fusion Systems

12th IPMU2008 International Conference, June 22-27, 2008, Málaga, Spain
(Host: Department of Applied Mathematics, University of Málaga)

Sessions:
Adaptive Information Processing; Intelligent Databases and Information Systems; Uncertainty Machine Learning and Datamining

11th IPMU2006 International Conference, July 2-7, 2006, Université Pierre et Marie Curie, Paris, France
(Host: CNRS-LIP6, Université Pierre et Marie Curie)

Plenary talks:
The marvels and the flaws of intuitive thinking

Sessions:
Machine Learning; Retrieving and structuring information; Cognition; Interval methods in information processing and management of uncertainty in knowledge-based systems; Soft approaches to information retrieval and information access on the web; Interval methods in information processing and management of uncertainty in knowledge-based systems; Metaknowledge; Generalized logical models with imperfect information and similarity; Textual knowledge representation; Entropy and information; Works on semantic web; Machine learning and pattern recognition; Fuzzy Rules Learning Methods for high dimensionality problems; Neural, Neurofuzzy and Statistical Learning Methods and Applications; Intelligent information processing; Intelligent databases and information systems; Fuzzy logic and semantic web; Knowledge propagation in probabilistic models; Fuzzy measures, optimization and data mining; Fusion of information and applications to image processing and fuzzy control

10th IPMU2004 International Conference, July 4-9, 2004, University of Perugia, Perugia, Italy
(Host: Department of Mathematics and Informatics, University of Perugia)

Panel Sessions:
Designing, Deploying, Transitioning, and Maintaining Knowledge-based Systems: the Lifecycle Challenge

Sessions:
Databases; Approaches to extending Description Logics for representation of uncertain knowledge; Data Mining; Logic Programming with imperfect information; Fuzzy logic in the semantic web: a new challenge; Epistemology; Soft Approaches to Information Access and Retrieval on the Web; Information retrieval; Information theory and aggregation operators; Intelligent Information Systems; Fuzzy knowledge representation

9th IPMU2002 International Conference, July 1-5, 2002, Annecy, France
(Host: LAMII/CESALP, Université de Savoie)

Sessions:
Learning and Mining; Intelligent Information Systems; Fuzzy Sets and Possibility Theory in Machine Learning and Data Mining; Symbolic Data Analysis; Information Processing in Food Engineering Processes; Data Mining and Multimedia Systems; Information Retrieval and Querying; Advances in Database Technology; Intelligent Information Processing; Learning from Partially Labeled Samples

8th IPMU2000 International Conference, July 3-7, 2000, Madrid, Spain
(Host: Universidad Politécnica de Madrid)

Plenary lectures:
Generalized Information Theory: Results and Open Problems; Toward an Enlargement of the Role of Natural Languages in Information Processing, Decision and Control

Sessions:
n.a.

7th IPMU1998 International Conference, July 6-10, 1998, Paris, France

Sessions: n.a.

6th IPMU1996 International Conference, July 1-5, 1996, Granada, Spain

Sessions: n.a.

5th IPMU1994 International Conference, July 4-8, 1994, Paris, France

Sessions:
Probabilistic, Statistical and Informational Methods

4th IPMU1992 International Conference, July 6-10, 1992, Palma de Mallorca, Spain

Sessions:
Acquiring Knowledge; Knowledge Based Systems

3rd IPMU1990 International Conference, July 2-6, 1990, Paris, France

Sessions:
Information

2nd IPMU1988 International Conference, July 4-7, 1988, Urbino, Italy

Sessions:
Information Theory; Intelligent Data Base; Knowledge Acquisition and Machine Learning; Knowledge Representation

1st IPMU1986 International Conference, June 30 – July 4, 1986, Paris, France

Sessions:
Information Theoretic Approach