Amel Borgi

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 30

Top Topics

Classification Systems

Genetic Algorithm

Genetic Programming

Top Venues

Publications

Amina Jarraya, Amel Bouzeghoub, Amel Borgi
Online conflict resolution strategies for human activity recognition in smart homes. J. Control. Decis. 10 (3) (2023)
Marwa Ben M'Barek, Sana Ben Hmida, Amel Borgi, Marta Rukoz
Evolutionary Graph-Clustering vs Evolutionary Cluster-Detection Approaches for Community Identification in PPI Networks. ICIKS (2023)
Maroua Lejmi, Ilef Ben Slima, Amel Borgi
Attributes regrouping by genetic algorithm in fuzzy inference systems. KES (2022)
Ilef Ben Slima, Amina Jarraya, Sourour Ammar, Amel Borgi
PCMCR: A Novel Conflict Resolution Strategy based on Possibility Theory for Human Activity Recognition. KES (2022)
Meriem Chater, Amel Borgi, Mohamed Taieb Slama, Karem Sfar-Gandoura, Mohamed Iheb Landoulsi
Fuzzy Isolation Forest for Anomaly Detection. KES (2022)
Sana Ben Hamida, Hmida Hmida, Amel Borgi, Marta Rukoz
Adaptive sampling for active learning with genetic programming. Cogn. Syst. Res. 65 (2021)
Marwa Ben M'Barek, Sana Ben Hamida, Amel Borgi, Marta Rukoz
GA-PPI-Net Approach vs Analytical Approaches for Community Detection in PPI Networks. KES (2021)
Amina Jarraya, Amel Bouzeghoub, Amel Borgi, Khedija Arour
DCR: A new distributed model for human activity recognition in smart homes. Expert Syst. Appl. 140 (2020)
Marwa Ben M'Barek, Amel Borgi, Sana Ben Hamida, Marta Rukoz
Generic GA-PPI-Net: Generic Evolutionary Algorithm to Detect Semantic and Topological Biological Communities. ICSOFT (2020)
Marwa Ben M'Barek, Amel Borgi, Sana Ben Hamida, Marta Rukoz
Genetic Algorithm to Detect Different Sizes' Communities from Protein-Protein Interaction Networks. ICSOFT (2019)
Marwa Ben M'Barek, Amel Borgi, Sana Ben Hamida, Marta Rukoz
GA-PPI-Net: A Genetic Algorithm for Community Detection in Protein-Protein Interaction Networks. ICSOFT (Selected Papers) (2019)
Rabia Aziza, Amel Borgi, Hayfa Zgaya, Benjamin Guinhouya
A multivalued agent-based model for the study of noncommunicable diseases. J. Biomed. Informatics 91 (2019)
Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz
Genetic Programming over Spark for Higgs Boson Classification. BIS (1) (2019)
Amel Borgi, Rim Kalaï, Hayfa Zgaya
Attributes Regrouping in Fuzzy Rule Based Classification Systems: An Intra-Classes Approach. AICCSA (2018)
Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz
Scale Genetic Programming for large Data Sets: Case of Higgs Bosons Classification. KES (2018)
Ilef Ben Slima, Amel Borgi
Features' Associations in Fuzzy Ensemble Classifiers. DEXA (2) (2018)
Ilef Ben Slima, Amel Borgi
Supervised methods for regrouping attributes in fuzzy rule-based classification systems. Appl. Intell. 48 (12) (2018)
Marwa Ben M'Barek, Amel Borgi, Walid Bedhiafi, Sana Ben Hamida
Genetic Algorithm for Community Detection in Biological Networks. KES (2018)
Amina Jarraya, Amel Bouzeghoub, Amel Borgi, Khedija Arour
Distributed Collaborative Reasoning for HAR in Smart Homes. AAMAS (2018)
Amina Jarraya, Khedija Arour, Amel Bouzeghoub, Amel Borgi
Feature selection based on Choquet integral for human activity recognition. FUZZ-IEEE (2017)
Nouha Chaoued, Amel Borgi, Anne Laurent
Camphor odor recognition within unbalanced multi-sets. FUZZ-IEEE (2017)
Nouha Chaoued, Amel Borgi, Anne Laurent
Symbolic Approximate Reasoning Within Unbalanced Multi-sets: Application to Autism Diagnosis. AICCSA (2017)
Amina Jarraya, Nathan Ramoly, Amel Bouzeghoub, Khedija Arour, Amel Borgi, Béatrice Finance
A Fuzzy Semantic CEP Model for Situation Identification in Smart Homes. ECAI (2016)
Amina Jarraya, Nathan Ramoly, Amel Bouzeghoub, Khedija Arour, Amel Borgi, Béatrice Finance
FSCEP: A New Model for Context Perception in Smart Homes. OTM Conferences (2016)
Rabia Aziza, Amel Borgi, Hayfa Zgaya, Benjamin Guinhouya
Simulating Complex Systems - Complex System Theories, Their Behavioural Characteristics and Their Simulation. ICAART (2) (2016)
Amina Jarraya, Khedija Arour, Amel Borgi, Amel Bouzeghoub
Distributed Cooperative Reasoning in Ambient Environment. AINA (2016)
Riadh Zaatour, Amel Borgi, Ilef Ben Slima
Attributes regrouping by association rules in SUCRAGE. SITA (2016)
Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz
Hierarchical Data Topology Based Selection for Large Scale Learning. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz
Sampling Methods in Genetic Programming Learners from Large Datasets: A Comparative Study. INNS Conference on Big Data (2016)
Rabia Aziza, Amel Borgi, Hayfa Zgaya, Benjamin Guinhouya
SimNCD: An agent-based formalism for the study of noncommunicable diseases. Eng. Appl. Artif. Intell. 52 (2016)
Nouha Chaoued, Amel Borgi, Anne Laurent
Representing and Managing Unbalanced Multi-sets. IC3K (2015)
Saoussen Bel Hadj Kacem, Amel Borgi, Moncef Tagina
Extended symbolic approximate reasoning based on linguistic modifiers. Knowl. Inf. Syst. 42 (3) (2015)
Nouha Chaoued, Amel Borgi
Representation of unbalanced terms in multi-valued logic. SSD (2015)
Ilef Ben Slima, Amel Borgi
Regroupement d'attributs par règles d'association dans les systèmes d'inférence floue. EGC (2015)
Nouha Chaoued, Amel Borgi, Anne Laurent
Linguistic Modifiers with Unbalanced Term Sets in Multi-valued Logic. KEOD (2015)
Rabia Aziza, Amel Borgi, Hayfa Zgaya, Benjamin Guinhouya
A Multi-agent Simulation: The Case of Physical Activity and Childhood Obesity. DCAI (2014)
Basma Soua, Amel Borgi, Moncef Tagina
An ensemble method for fuzzy rule-based classification systems. Knowl. Inf. Syst. 36 (2) (2013)
Saoussen Bel Hadj Kacem, Amel Borgi, Moncef Tagina
Approximate Reasoning based on Linguistic Modifiers in a Learning System. ICSOFT (2) (2010)
Saoussen Bel Hadj Kacem, Amel Borgi, Moncef Tagina
On Some Properties of Generalized Symbolic Modifiers and Their Role in Symbolic Approximate Reasoning. ICIC (2) (2009)
Mehdi Naccache, Amel Borgi, Khaled Ghédira
A Learning-Based Model for Musical Data Representation Using Histograms. CMMR (2008)
Saoussen Bel Hadj Kacem, Amel Borgi, Khaled Ghédira
Generalized Modus Ponens Based on Linguistic Modifiers in a Symbolic Multi-Valued Framework. ISMVL (2008)
Amel Borgi, Dhafer Lahbib, Khaled Ghédira
Optimizing the Number of Rules in a Knowledge Based Classification System. Artificial Intelligence and Pattern Recognition (2007)
Amel Borgi
Approximate reasoning to learn classification rules. ICSOFT (2) (2006)
Amel Borgi
Approximate Reasoning to Learn Classification Rules. ICSOFT (Selected Papers) (2006)
Amel Borgi
Un raisonnement approximatif pour l'apprentissage supervisé de règles. AAFD (2006)
Isis Truck, Amel Borgi, Herman Akdag
Generalized Modifiers as an Interval Scale: Towards Adaptive Colorimetric Alterations. IBERAMIA (2002)
Herman Akdag, Isis Truck, Amel Borgi, Nedra Mellouli
Linguistic Modifiers in a Symbolic Framework. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 9 (Supplement) (2001)
Amel Borgi, Herman Akdag
Knowledge Based Supervised Fuzzy-Classification: An Application to Image Processing. Ann. Math. Artif. Intell. 32 (1-4) (2001)
Amel Borgi, Herman Akdag
Apprentissage supervisé et raisonnement approximatif, l'hypothèse des imperfections. Rev. d'Intelligence Artif. 15 (1) (2001)
Isis Truck, Herman Akdag, Amel Borgi
A symbolic approach for colorimetric alterations. EUSFLAT Conf. (2001)
Amel Borgi, Herman Akdag
Knowledge based supervised classification: an application to image processing. EUSFLAT-ESTYLF Joint Conf. (1999)
Amel Borgi, Jean-Michel Bazin, Herman Akdag
Two Methods of Linear Correlation Search for a Knowledge Based Supervised Classification. IEA/AIE (Vol. 1) (1998)