Habiba drias usthb. usthb. Canós Cerdá, Universitat Politecnica de Valencia, Spain José Ramiro Martínez de Dios, University of Seville, Spain Chapter XIII Design and Implementation of a Distributed Firewall Dalila Boughaci LRIA-USTHB, Algeria Brahim Oubeka LRIA-USTHB, Algeria Abdelkader Aissioui LRIA-USTHB, Algeria Habiba Drias LRIA-USTHB, Algeria Belaïd Benhamou Technopôle de Château-Gombert, France AbstrAct This chapter presents the design and the implementation of a Biographical notes: Habiba Drias received her MS in Computer Science from CWRU, Cleveland, Ohio, USA in 1984 and PhD in Computer Science from USTHB, Algiers, Algeria in collaboration with UPMC, Paris6, France, in 1993. Mme DRIAS Habiba Professeur jO¶ USTHB Présidente M. ~USTHB, Algiers & Univ Alger 1. dz Abstract: Bat algorithm is a new nature-inspired metaheuristic optimization Habiba Drias hdrias@usthb. dz Abstract. Laboratory for Research in Artificial Intelligence, Computer Science Department, University of Sciences and Technology Houari Boumediene (USTHB), Algiers, Algeria Habiba Drias Owing to the increasing use of ambiguous and imprecise words in expressing the user’s information need, it has become necessary to expand the original query with additional terms Jan 4, 2022 · Corresponding Author. Indeed to construct a model of classification we need to extract not only accurate rules but comprehensible also, to help the human interpretation of the Habiba Drias Association rule mining (ARM) is well-known issue in data mining. She is a Full Professor at USTHB and directs the Laboratory of Research in Artificial Intelligence. Session Chair: Prof. Allel HADJ-ALI Apr 8, 2022 · Habiba Drias, 1 Yassine Drias, 2 Naila Aziza Houacine, 1 Lydia Sonia Bendimerad, 1 Djaafar Zouache, 3 and Ilyes Khennak 1 Habiba Drias 1 LRIA, USTHB, BP 32 El Alia Bab Ezzouar, Algiers, 16111 Algeria Apr 24, 2024 · The 6 th Conference on Computing Systems and Applications 23-24 April 2024, Algiers, Algeria E-mail: hdrias@usthb. Computer Science Department LRIA, USTHB, BP 32 El-Alia Bab-Ezzouar Algiers 16111, Algeria. This paper presents an approach for the automated cryptanalysis of substitution ciphers based on a recent evolutionary metaheuristic called Scatter Search. September 24-25,2023, Algiers, Algeria. Habiba DRIAS, LRIA USTHB, Algeria Program Committee Chairs Prof. Two Apr 30, 2013 · Tasks scheduling is one of the most important challenges in embedded hard-real-time systems. Habiba Drias. . Habiba Drias, LRIA, USTHB, BP 32 EL-Alia 16111 Bab-Ezzouar, Algiers, Algeria. Habiba Drias 1 , Yassine Drias 2 , Naila Aziza Houacine 1 , Lydia Sonia Bendimerad 1 , Djaafar Zouache 3 , Ilyes Khennak 1 Affiliations 1 LRIA, USTHB, BP 32 El Alia Bab Ezzouar, Algiers, 16111 Algeria. dz; orcid. Boukantar *, A. {chireche,hdrias}@usthb. The conference is open for researchers, academics and industry practitioners interested in the latest scientific and technological advances occurring in different fields of Computer Science. Ouksel, University of Illinois at Chicago, USA Soufiene Djahel, Manchester Metropolitan University, UK Ahcène Bendjoudi, CERIST, Algeria Omar Nouali, CERIST, Algeria Technical Program Feb 24, 2011 · Habiba Drias. dz. Oct 21, 2014 · Inderscience is a global company, a dynamic leading independent journal publisher disseminates the latest research across the broad fields of science, engineering and technology; management, public and business administration; environment, ecological economics and sustainable development; computing, ICT and internet/web services, and related areas. Journal of Digital Art & Humanities, ISSN 2712-8148, 2(2), December 2021 3 Sentiment Evolution Analysis and Association Rule Mining for COVID-19 Tweets Yassine Drias1[0000-0002-8896-6170 May 30, 2013 · The service discovery has become an emerging phenomena in software engineering and process engineering as well. In fact, a Habiba Drias , Hadjer Moulai and Nourelhouda Rehkab Department of Computer Science, Laboratory of Research in Artificial Intelligence, USTHB, Algiers, Algeria ABSTRACT In this paper, we propose a novel supervised discretization method namely LR-SDiscr. Between 2003 and 2008, she held the position of General Director at the National Institute of Informatics. International Work-Conference on Artificial Neural Networks, 318-325, 2005. Une recherche locale stochastique pour le problème de la détermination du gagnant dans les enchères combinatoires. Abstract: The terms data, information and knowledge should not be treated as synonyms in any context. Yassine Drias. degree in computer science from USTHB, Algiers, Algeria in collaboration with UPMC Paris, France, in 1993. ©ICS. Celia Hireche(B)and Habiba Drias B. Ilyes Khennak and Habiba Drias Computer Science Departement, USTHB, Laboratory for Research in Artificial Intelligence (LRIA), Algiers, Algeria heoui@live. Computer Science Department, LRIA, USTHB, Algiers, Algeria. Year. Her main interests are computational intelligence, swarm intelligence, multi-agent systems, datamining, information retrieval and the satisfiability problem. aucun Cous ne s'arrête a Douaouda pour aller babezzouar!!!!! C'est quelle station cub 4 C'est ça ? Sil vous plait mazal kayen transport cous mn baba hassen l usthb ? Kayn un cous ydémari djwayeh 12 11h30? Svp ya pas des cous yhatou f les environ de el bier? ؟؟؟. , 'Number of Solutions of SAT Instances: A Probability Distribution Study', Journal of Information Science and Engineering, Vol 8, N° 4}, 1-11, (December1992). Jun 30, 2018 · Numerical association rule mining problem attracts the attention of researchers because of the various applications and its importance in our world with the fast growth of the stored data. LRIA, Department of Computer Science, University of Sciences and Technology Houari Boumediene, 16111 Algiers, Algeria. dz 2 USTHB, Algiers, Algeria {habibadrias,ilyeskhennak}@usthb. Habiba Drias, Ameur Douib & Célia Hirèche Yassine Drias1(B), Habiba Drias2, and Ilyes Khennak2 1 University of Algiers, Algiers, Algeria y. Affiliations: [LRIA, Département d'Informatique, Faculté Génie Electrique et Informatique, USTHB, Alger, ALGERIE]. Widad Belkadi, Yassine Drias and Habiba Drias. H Drias, S Sadeg, S Yahi. Articles 1–20. AHMED -OUAMER Rachid Professeur jO¶ UMMTO Examinateur Authors: Hadjer Moulai; Habiba Drias. Habiba Drias Department of Computer Science Laboratory of Research in Artificial Intelligence USTHB, Algiers, Algeria E-mail: hdrias@usthb. While most of works in the area propose asymmetric security solutions, the SB model proposes a symmetric security approach for the MA. ee Prof. com, h_drias@hotmail. In this article, we design a new clustering algorithm and adapt it to Web information foraging. The proposed learning technique is also used to Jul 1, 2016 · Habiba Drias, USTHB University, Algeria Hassina Aliane, CERIST, Algeria Heiko Paulheim, University of Mannheim, Germany Ivan Gojmerac, AIT Austrian Institute of Technology, Austria José H. dz 1 Laboratory for Research in Artificial Intelligence, Computer Science Department, USTHB, BP 32 El Alia 16111, Bab Ezzouar, Algiers, Algeria Habiba Drias In this paper, a very interesting species in its behaviour, social organization and also hunting/foraging techniques is mimicked in a new swarm intelligence algorithm. 3. ARM is computationally very expensive because the number of rules grows exponentially as the number of items in the database increases. 2. d’Informatique, USTHB University, Alger, Algérie. Habiba Drias received the MS degree in computer science from Case Western Reserve University, USA in 1984 and the PhD degree in computer science from University of Sciences and Technology Houari Boumediene (USTHB), Algeria in collaboration with UPMC, France in 1993. Kayen hna???? AD Scientific Index 2024. Modeling. Habiba Drias (USTHB, Algeria) Registered: Abstract. Doucet ** and H. Jan 4, 2017 · The SI used were the FireFly algorithm (Khennak & Drias, 2016), Bat Inspired Algorithm (Khennak & Drias, 2017b), and Accelerated Particle Swarm Optimization (Khennak & Drias, 2017a). *hdrias@usthb. 4018/978-1-4666-9562-7. de Jul 9, 2021 · Dalila Boughaci, Belaïd Benhamou, Habiba Drias. She is a full professor at USTHB since 1999 and directs the Laboratory of Research in Artificial Intelligence (LRIA). In fact, a hierarchical order between these entities exists where data become information and information become knowledge. 1007/978-3-319-19656-5_5 Naila Aziza Houacine(B) and Habiba Drias LRIA, USTHB, Algiers, Algeria {nhouacine,hdrias}@usthb. Drias research has been on modeling approaches to estimate the outbreak growth and the impact of different individual and governmental measures to stop the spread of the COVID-19. Their main strength resides in the cooperation that Density Based Clustering for Satisfiability Solving. 2021. Search for more papers by this author Habiba Drias served as the Director of the Computer Science Institute at the USTHB from 1995 to 1998. Sadok Ben Yahia Department of Software Science Tallinn University of Technology, Estonia E-mail: sadok. degree in computer science from CWRU Cleveland OHIO USA in 1984 and the Ph. Massive amounts of data are analysed everyday in order to extract valuable knowledge to support decision making. fr Apr 1, 2021 · Habiba Drias is a Professor of Computer Science at USTHB, Algiers, Algeria and the Director of the Laboratory of Research in Artificial Intelligence LRIA/USTHB. edu. As referred in [], target detection problems consist in finding or detecting a target in a given environment. hdrias@udthb. NOUALI Omar D ir R ech au CERIST Co -Directeur de thèse M. Jan 1, 2016 · BAT-CLARA: BAT-inspired algorithm for Clustering LARge Applications Yasmine Aboubi, Habiba Drias, Nadjet Kamel LRIA , USTHB, USTHB, BP 32 El Alia, Bab Ezzouar Algiers, Algeria (e-mail: [email protected], h [email protected], [email protected]) www. Bees swarm optimisation using multiple strategies for association rule mining. During the last decade, Genetic Algorithms have known an increasing interest, especially in Machine Learning and Deep Learn-ing fields, used to accelerate the learning process of fi Neu-ral Networks to solve a certain problem. [c100] Habiba Drias, Yassine Drias, Lydia Sonia Bendimerad, Naila Aziza Houacine, Djaafar Zouache, Ilyes Khennak: Quantum Ordering Points to Identify the Clustering Structure and Application to Emergency Transportation. Hadjer Moulai* and Habiba Drias Department of ComputerScience, LRIA, USTHB, BP 32 El AliaBabEzzouar,Algiers, Algeria LRIA/USTHB. Abstract: Clustering techniques have shown their usefulness for many real applications. AOA simulates social organization in a population containing several clans where each clan consists of a set of pods. ' On the Average Number of Solutions for Instances of Satisfiability', Computers and Artificial Intelligence, vol 16, N° 3, 295-307, (1997). Correspondence. In order to integrate the cultural dimension, OA was hybridized with the Cultural Algorithm (CA) to get an algorithm called Orca Cultural Algorithm (OCA). An empirical study is undertaken Author: CSA 2018 Keywords: Artificial Intelligence;Data Science;Computer Networks and Security;Information Systems and Software Engineering;Computer Vision and Graphics Feb 21, 2017 · ∗ Corresponding author: Habiba Drias, USTHB, LRIA, BP 32 El. Habiba Drias, LRIA, USTHB, BP 32 EL Dec 1, 2018 · Habiba Drias is a professor of computer science at USTHB, Algiers, Algeria and director of the laboratory of research in artificial intelligence LRIA/USTHB. However, the size of the extracted knowledge compromises the speed Nov 22, 2010 · This paper presents an ACO algorithm to search for feasible schedules of n real-time tasks on M identical processors. Habiba Drias Soil health affects soil functions, food production, and climate change. Fayçal BOUYAKOUB September 19, 2022: 08:30 - 09:30 Keynote speaker 3: Prof. Drias *** *Centre de Recherche sur l’Information Scientifique et Technique (CERIST) Division de l’Informatique Mobile Rue des 3 May 18, 2022 · The 5 th Conference on Computing Systems and Applications 17-18 May 2022, Algiers, Algeria Dec 14, 2016 · The 2 nd Conference on Computing Systems and Applications 13-14 December 2016, Algiers, Algeria Authors and Affiliations. 16111 Bab-Ezzouar, Algiers, Algeria. Abstract. Computer Science Department University of Algiers Algiers 16111, Algeria. ICICT (3) 2021: 811-820. Cooperative bees swarm for solving the maximum weighted satisfiability problem. Habiba Drias | IEEE Xplore Author Details IEEE websites place cookies on your device to give you the best user experience. The algorithm namely k-MM, takes advantages of both k-means and PAM to comply with the clustering criteria such as effectiveness Nov 10, 2010 · Habiba Drias 2 ; Mustapha Nourelfath 3 ; 1. Our contribution consists in a Discrete adaptation of the well-known Input-Space Sampling method (DISS). During the last few years, it has become abundantly clear that the technological advances in information Nov 21, 2022 · Ilyes Khennak 1 · Habiba Drias 1 · Y assine Drias 1,2 · Faysal Bendakir 1 · Samy Hamdi 1. The requirement Social Networks Discovery Based on Information Retrieval Technologies and Bees Swarm Optimization: Application to DBLP: 10. Springer Verlag Berlin Heidelberg 2001. Quantum Computing: Applications and Challenges von Habiba Drias, Farouk Yalaoui (ISBN 978-3-031-59317-8) vorbestellen. lria. 1504/ijdats. , BENSALMA A. Habiba DRIAS, USTHB, Algeria Hassina NACER, USTHB, Algeria Hayet BELGHIT, CDTA, Algeria Hicham SEFFENDJI, British Telecom, UK Hui-Yin WU, North Carolina State Oct 20, 2022 · USTHB, BP 32 El Alia Bab Ezzouar, Algiers, Algeria. Hermain interests arecomputational intelligence, swarm Jan 4, 2022 · Habiba Drias, LRIA, USTHB, BP 32 EL-Alia. Quantum Sciences: Applications andChallenges. Habiba Drias received the M. CARI 2024 accepts submissions in three categories: • Regular research papers, up to 14 pages in length (excluding references). Currently, since 2000, she has been leading the Artificial Intelligence Research Laboratory. Departement d'Informatique, Universite Hassiba Benbouali de Chlef (UHBC), hay Essalam, Chlef, Algerie. 244. Habiba Drias Department of Computer Science, LRIA, USTHB, BP 32 El Alia Bab Ezzouar, Algiers, Algeria January 2021 International Journal of Data Analysis Techniques and Strategies, Volume 13, Issue 1-2 https://doi. The SB model will give the developers a way to use Naila Aziza Houacine(B) and Habiba Drias LRIA - USTHB, Algiers, Algeria {nhouacine,hdrias}@usthb. Slimane LARABI, LRIA USTHB, Algeria Members Luigia Carlucci Aiello University of Roma, Italy Amar Aissani LRIA, USTHB, Algeria Yamine Ait Ameur LISI, ENSMA, France Youcef Aklouf LRIA, USTHB, Algeria SETIT 2005 3rd International Conference: Sciences of Electronic, Technologies of Information and Telecommunications March 27-31, 2005 – TUNISIA Transaction Commitment Protocols for Mobile Wireless Environment N. drias@univ-alger. Abdellatif El-Afia University Mohammed V in Rabat ENSIAS, Morocco Dec 22, 2019 · The fourth edition of the Computing Systems and Applications (CSA) conference will take place from April 20 through April 21, 2020. Habiba Drias* and Hadjer Moulai. A learning technique is integrated to detect and postpone possible preemptions between tasks. org/0000-0001-7287-5170; LRIA, USTHB, Algiers, Algeria. Jesus, Institute of Engineering of Porto , Portugal Abstract. 0. Alia Bab Ezzouar, Algiers, Alge ria. S. We had to eliminate blind mating from the design of GA and replaced it by mating between mature fireflies, while ensuring balanced convergence. dz Lydia Sonia Bendimerad LRIA, USTHB, BP 32 El-Alia Bab-Ezzouar, Algiers, Algeria Verified email at usthb. This paper proposes a scatter search-based approach for mono-processor systems with timing, precedence and exclusion constraints with no pre-emption. The paper presents a multi agent system (MAS) approach, for service discovery process, based on a self-organising protocol. About. It is a combinatorial optimization problem purpose to extract the correlations between items in sizable data-sets. Almost all studies noticed the impressive growing number of infected people and agree on the importance of active surveillance, contact trac- Habiba Drias The terms data, information and knowledge should not be treated as synonyms in any context. Our algorithm aims to maximize the fitness function to generate the best rules in the defined dataset starting from a specific minimum support and minimum confidence. ch043: Unlike the previous works where detecting communities is performed on large graphs, our approach considers textual documents for discovering potential social . By the past, she was the head of the Computer Science Institute of USTHB from 1995 to 1998 and the general director of the Algerian National Institute of Informatics -INI- from 2003 to 2008. org/10. Unlike existing works, the proposed algorithm addresses the problem of preemptive scheduling rather than non-preemptive scheduling. Email: hdrias@udthb. Habiba Drias; Soil health affects soil functions, food production, and climate change Oct 16, 2023 · Habiba Drias Ilyes Khennak This paper presents an overview of the key points that help to build a system for detecting and analyzing afterwards the climate change in the Maghreb region. tr Habiba Drias received her MS in Computer Science from Case Western Reserve University, Cleveland Ohio, USA in 1984 and PhD in Computer Science from USTHB, Algiers, Algeria in collaboration with Habiba Drias The amount of information in a data warehouse tends to be extremely large and queries may involve several complex join and aggregate operations at the same time. D. Habiba Drias When using usual segmentation algorithms we have problems in segmenting some handwritten characters like the letters `u' and `w' in Script Latin and U and U in Arabic. OCA was tested on 22 benchmark problems of the Ilyes Khennak Habiba Drias Hadia Mosteghanemi Year: 2015 A Novel Term-Term Similarity Score Based Information Foraging Assessment IOT360 Springer DOI: 10. ben@taltech. LRIA, Department of Artificial Intelligence and Data Science, USTHB, Algiers, Algeria. After artificial intelligence, quantum computing will usher in a greater technologicalrevolution. 114671 She is a full professor at USTHB since 1999 and directs the Laboratory of Research in Artificial Intelligence (LRIA). dz Yassine Drias MEF University Verified email at mef. Laboratory for Research in Artificial Intelligence, Computer Science Department, University of Sciences and Technology Houari Boumediene (USTHB), Algiers, Algeria 16111, Habiba Drias. 630: Total i10 Index: 60 #7 #104 Top 3% #2,748 Apr 23, 2021 · The terms data, information and knowledge should not be treated as synonyms in any context. Firstly, we present a sequential algorithm, then we expose the original and innovative 2 N. [2] DRIAS H. It is a population-based metaheuristic founded on a formulation proposed two decades ago by Fred Glover. Jan 2, 2021 · Abstract: In order to refine association rules based on frequent patterns, we advised an improved version of firefly algorithm called IFF. Received: 17 May 2022 / Revised: 1 October 2022 / Accepted: 30 October 2022 / Published online: 21 Habiba Drias. Nouali *, L. Lieferung direkt nach Erscheinen - lehmanns. Organized by the Algerian Academy ofScience and Technology (AAST) With the collaboration of USTHB,DGRSDT, ENP, UTT, and CNRS. General Co-Chairs Aris M. Jan 4, 2022 · Habiba Drias. [3] DRIAS H. Understanding our soil is important for our environment and food security. In fact, a hierarchical order between these entities exists where data become information Apr 8, 2022 · Habiba Drias In this paper, a very interesting species in its behaviour, social organization and also hunting/foraging techniques is mimicked in a new swarm intelligence algorithm. A. 2005. This extension is made by making the server component mobile and using market mechanisms between the client agent (the buyer) and the server agent (the seller). The problem is known to be NP-hard and exhaustive search algorithms have no significant benefit in large-scale context. 10:40 - 11:00 Recent and future trends on digital soil mapping methods - a review. Scatter Search with Random Walk Strategy for Sat and Max-Sat Problems. This paper presents an overview of the key points that help to build a system for detecting and analyzing afterwards the climate change in the Maghreb Prof. Ouksel, University of Illinois at Chicago, USA Nadjib Badache, CERIST, Algeria Steering Committee Nadia Nouali-Taboudjemat, CERIST, Algeria Nadjib Badache, CERIST, Algeria Aris M. The second characteristic helps us to bring a bridge. Scope. The proposed approach uses advanced methods such as controlled genetic operations to manipulate frequent patterns Aug 3, 2021 · Recently, Bendimerad and Drias [5] proposed a SI algorithm called Artificial Orca Algorithm mimicking orcas in their living behavior. Departement d'Informatique, Universite des Sciences et de la Technologie Houari Boumediene (USTHB), BP32 El Alia Bab Ezzouar, Alger, 16111 Algerie. • Position papers on introducing new or disruptive ideas (supported, if possible, by empirical evidence and measurements University of Science and Technology Houari Boumediene | usthb Habiba Drias; This paper provides evolutionary approaches in order to extract comprehensible and accurate classification rules Naila Aziza Houacine and Habiba Drias. This feature is very crucial for assuring a correct service delivery, to avoid failures or mal-function for the service discovery environment. Habiba Drias Computer Science department, Laboratory of research in Artificial Intelligence, USTHB, BP 32, El-Alia Ba-Ezzouar, 16111, Algiers, Algeria Souhila Sadeg & Safa Yahi Abstract. Habiba Drias Professor of Computer Science, USTHB Verified email at usthb. Search for more papers by this author This paper provides a memetic approach in order to extract comprehensible and accurate classification rules. Laboratoire de Recherche En Intelligence Artificielle, Dept. The efficiency of our proposed algorithm is tested on several generic Jan 4, 2022 · OA consists in modelling the orca lifestyle and in particular the orcas social organization, echolocation behaviour and hunting techniques. E-mail: hdrias@usthb. Generally, ARM is more complex when we introduce the quality criteria Habiba Drias, USTHB, Algeria Hiteshwar Kumar Azad , Vellore Institute of Technology ,India Horst Treiblmaier , Modul University, Austria Houcemeddine Turki , University of Sfax, Tunisia Hudson Geovane de Medeiros, Federal University of Rio Grande do Norte , Brazil Isabel S. Habiba Drias Multi-agent systems as an active research axis in artificial intelligence (AI) have known a tremendous progress these last decades. In this research, the path planning and obstacle avoidance problem for Swarm Robotics is addressed. ISDA 2021: 306-315. In this paper, we are proposing two novel swarm intelligence approaches for solving. Email: hamoulai@usthb. Houacine, H. QSAC'2023. Oct 20, 2013 · Habiba Drias In this paper, we present a parallel version of the Bees Swarm Optimisation (BSO) metaheuristic. • Work-in-progress papers on early results, up to 7 pages in length (excluding references). Addresses: Department of Computer Science, LRIA, USTHB, BP 32 El Alia Bab Ezzouar, Algiers, Algeria ' Department of Computer Science, LRIA, USTHB, BP 32 El Alia Bab Ezzouar, Algiers, Algeria. In this paper, we propose a bat-based algorithm (BA) for association rule mining (ARM Bat). Depending on the models, the assumptions and the approaches, it may concern one or multiple targets and may be tackled with one or multiple sensors, either with mobile sensors where we refer to it as mobile search, or from fixed static sensors where it is known as static Habiba Drias, 1 Yassine Drias, 2 Naila Aziza Houacine, 1 Lydia Sonia Bendimerad, 1 Djaafar Zouache, 3 and Ilyes Khennak 1 Habiba Drias 1 LRIA, USTHB, BP 32 El Alia Bab Ezzouar, Algiers, 16111 Algeria DRIAS H. dz Prof. Search for more papers by this author. It uses linear combinations on a population subsets to create new solutions An Automated Unsupervised Discretization Method: A Novel Approach. discrete problems. KECHID Samir Professeur jO¶ USTHB Directeur de thèse M. ‪Professor of Computer Science, USTHB‬ - ‪‪Cited by 2,465‬‬ - ‪Swarm intelligence‬ - ‪Data mining‬ - ‪Artificial Intelligence‬ - ‪Computer Science‬. In this paper, we explore data mining techniques for prepro- cessing Satisfiability problem -SAT Sep 19, 2018 · Les horaires des cous vers/de USTHB . Habiba Drias earned his Master in Computer Science from Case Western Reserve University, Cleveland, USA in 1984 and doctorate prepared at Paris 6 University from Algiers USTHB University in 1993. Received 1 April 2019 Accepted 1 March 2020 Jun 8, 2005 · Habiba Drias and Mohamed Khabzaoui. Google Scholar Dec 1, 2016 · Habiba Drias Association rule mining (ARM) is well-known issue in data mining. It is based on a Left to Right (LR) scanning May 24, 2010 · Prof. Google Scholar; Habiba Drias, Amine Taibi and Sofiane Zekour, Cooperative Ant Colonies for Solving the Maximum Weighted Satisfiability Problem, Springer-Verlag Berlin Heidelberg 2003. Chabane DJERABA, LIFL USTL, France Prof. ~USTHB, Algiers. od gk sn rn jf ve go mf pi be