Search Results - "Ben Yaghlane, Boutheina"
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Mining Closed High Utility Itemsets based on Propositional Satisfiability
Published in Data & knowledge engineering (01-11-2021)“…A high utility itemset mining problem is the question of recognizing a set of items that have utility values greater than a given user utility threshold. This…”
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Fuzz-TIME: an intelligent system for managing fuzzy temporal information
Published in International journal of intelligent computing and cybernetics (01-01-2017)“…Purpose Time modeling is a crucial feature in many application domains. However, temporal information often is not crisp, but is subjective and fuzzy. The…”
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Modeling evidential databases as possible worlds
Published in International journal of intelligent systems (01-06-2018)“…This paper is about modeling a possible worlds' form of imperfect databases, where imperfection is handled with the evidence theory. The possible worlds' form…”
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Combining partially independent belief functions
Published in Decision Support Systems (01-05-2015)“…The theory of belief functions manages uncertainty and also proposes a set of combination rules to aggregate opinions of several sources. Some combination…”
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Two evidential data based models for influence maximization in Twitter
Published in Knowledge-based systems (01-04-2017)“…•An evidential influence measure for Twitter was proposed.•Many influence aspects were considered in the proposed measure.•Two evidential influence…”
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Inference in directed evidential networks based on the transferable belief model
Published in International journal of approximate reasoning (01-06-2008)“…Inference algorithms in directed evidential networks (DEVN) obtain their efficiency by making use of the represented independencies between variables in the…”
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An evidential method for correcting noisy information in social network
Published in Online social networks and media (01-09-2018)“…Nowadays, social networks have become an important part of our daily lives. Hence, several researchers have been interested in the study and analysis of the…”
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Corrigendum to “Mining Closed High Utility Itemsets based on Propositional Satisfiability” [Data Knowl. Eng. 136C (2021) 101927]
Published in Data & knowledge engineering (01-07-2023)Get full text
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A General Framework for Querying Possibilistic RDF Data
Published in 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI) (01-11-2018)“…Data on the Web is often pervaded with uncertainty. This is due to the openness of the Web and variety of sources which makes reliability of collected data…”
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Conference Proceeding -
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Skyline Computation and Maintenance over Imperfect Databases: A Marginal-Points-Based Approach
Published in 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI) (01-11-2017)“…In the last decade, skyline queries have attracted the interest of several researchers in the database field due to their ability to retrieve interesting…”
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Conference Proceeding -
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Combining partially independent belief functions
Published 17-03-2015“…The theory of belief functions manages uncertainty and also proposes a set of combination rules to aggregate opinions of several sources. Some combination…”
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Trolls Identification within an Uncertain Framework
Published in 2014 IEEE 26th International Conference on Tools with Artificial Intelligence (01-11-2014)“…The web plays an important role in people's social lives since the emergence of Web 2.0. It facilitates the interaction between users, gives them the…”
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Conference Proceeding -
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The advantage of evidential attributes in social networks
Published in 2017 20th International Conference on Information Fusion (Fusion) (01-07-2017)“…Currently, there are many approaches designed for the task of detecting communities in social networks. Among them, some methods only consider the topological…”
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Conference Proceeding -
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Dynamic time warping distance for message propagation classification in Twitter
Published 26-01-2017“…Social messages classification is a research domain that has attracted the attention of many researchers in these last years. Indeed, the social message is…”
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Parallel SAT based closed frequent itemsets enumeration
Published in 2015 IEEE/ACS 12th International Conference of Computer Systems and Applications (AICCSA) (01-11-2015)“…Frequent itemset mining (FIM) is a useful task for discovering frequent co-occurring items. Since its inception, a number of significant FIM algorithms have…”
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Conference Proceeding Journal Article -
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Selecting skyline stars over uncertain databases: Semantics and refining methods in the evidence theory setting
Published in Applied soft computing (01-08-2017)“…[Display omitted] •First, we present the evidential skyline denoted by the b-skyline, which aims at returning the evidential objects that are not credibly…”
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Belief Hidden Markov Model for speech recognition
Published in 2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO) (01-04-2013)“…Speech Recognition searches to predict the spoken words automatically. These systems are known to be very expensive because of using several pre-recorded hours…”
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Conference Proceeding -
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A Distance-Based Decision in the Credal Level
Published 28-01-2015“…International Conference on Artificial Intelligence and Symbolic Computation (AISC 2014), Dec 2014, Sevilla, Spain. pp.147 - 156 Belief function theory…”
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Uncertainty in Ontology Matching: A Decision Rule-Based Approach
Published 23-01-2015“…International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), Jul 2014, Montpellier, France. pp.46 - 55…”
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Belief Hidden Markov Model for speech recognition
Published 22-01-2015“…International Conference on Modeling, Simulation and Applied Optimization (ICMSAO), Apr 2013, Hammamet, Tunisia. pp.1 - 6 Speech Recognition searches to…”
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Journal Article