@incollection{pinarbasi_sentiment_2021,
	title = {Sentiment {Analysis} of {Arabic} {Documents}: {Main} {Challenges} and {Recent} {Advances}},
	isbn = {978-1-79984-240-8 978-1-79984-241-5},
	shorttitle = {Sentiment {Analysis} of {Arabic} {Documents}},
	url = {http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-4240-8.ch013},
	abstract = {Today, it is usual that a consumer seeks for others’ feelings about their purchasing experience on the web before a simple decision of buying a product or a service. Sentiment analysis intends to help people in taking profit from the available opinionated texts on the web for their decision making, and business is one of its challenging areas. Considerable work of sentiment analysis has been achieved in English and other Indo-European languages. Despite the important number of Arabic speakers and internet users, studies in Arabic sentiment analysis are still insufficient. The current chapter vocation is to give the main challenges of Arabic sentiment together with their recent proposed solutions in the literature. The chapter flowchart is presented in a novel manner that obtains the main challenges from presented literature works. Then it gives the proposed solutions for each challenge. The chapter reaches the finding that the future tendency will be toward rule-based techniques and deep learning, allowing for more dealings with Arabic language inherent characteristics.},
	language = {en},
	urldate = {2022-12-24},
	booktitle = {Advances in {Business} {Information} {Systems} and {Analytics}},
	publisher = {IGI Global},
	author = {Rahab, Hichem and Djoudi, Mahieddine and Zitouni, Abdelhafid},
	editor = {Pinarbasi, Fatih and Taskiran, M. Nurdan},
	year = {2021},
	doi = {10.4018/978-1-7998-4240-8.ch013},
	pages = {307--331},
}

Today, it is usual that a consumer seeks for others’ feelings about their purchasing experience on the web before a simple decision of buying a product or a service. Sentiment analysis intends to help people in taking profit from the available opinionated texts on the web for their decision making, and business is one of its challenging areas. Considerable work of sentiment analysis has been achieved in English and other Indo-European languages. Despite the important number of Arabic speakers and internet users, studies in Arabic sentiment analysis are still insufficient. The current chapter vocation is to give the main challenges of Arabic sentiment together with their recent proposed solutions in the literature. The chapter flowchart is presented in a novel manner that obtains the main challenges from presented literature works. Then it gives the proposed solutions for each challenge. The chapter reaches the finding that the future tendency will be toward rule-based techniques and deep learning, allowing for more dealings with Arabic language inherent characteristics.

@article{rahab_enhanced_2020,
	title = {An {Enhanced} {Corpus} for {Arabic} {Newspapers} {Comments}},
	volume = {17},
	copyright = {Licence Creative Commons Attribution - Pas d’utilisation commerciale - Pas de modification 4.0 International (CC-BY-NC-ND)},
	url = {http://iajit.org/index.php},
	number = {1},
	journal = {International Arab Journal of Information Technology (IAJIT) ISSN: 1683-3198},
	author = {Rahab, Hichem and Zitouni, Abdelhafid and Djoudi, Mahieddine},
	year = {2020},
}

@article{pei_coalition_2019,
	title = {Coalition {Formation} for {Multi}-agent {Pursuit} {Based} on {Neural} {Network}},
	volume = {95},
	issn = {1573-0409},
	url = {https://doi.org/10.1007/s10846-018-0893-6},
	doi = {10.1007/s10846-018-0893-6},
	abstract = {Multi-agent Systems (MAS) often needs to pursue a common goal and in order to achieve that they need to make an effective formation. An approach for coalition formation of multi-agent pursuit based on neural network (NN) and agent group role membership function (AGRMF) model is proposed and thus making a novel algorithm called ARGMF-NN. This new algorithm consists of two parts i.e. feature extraction and group generation. First, the layers of feature extraction can abstract the AGRMF feature for all of the groups. Secondly, those features will be fed to the group generation part based on self-organizing map (SOM) layer which is used to group the pursuers with similar features. Besides, we also come up with the group attractiveness function(GAF) which is used to evaluate the quality of coalitions and the pursuers contribution. It helps in adjusting the main ability indicators of AGRMF and other weights of the whole neural network. The simulation experiment showed that this proposal can improve the effectiveness of coalition formation for multi-agent pursuit and also the ability to adopt pursuit-evasion problem with the scale of growing pursuer team.},
	number = {3},
	journal = {Journal of Intelligent \& Robotic Systems},
	author = {Pei, Zhaoyi and Piao, Songhao and El Habib Souidi, Mohammed and Qadir, Muhammad Zuhair and Li, Guo},
	month = sep,
	year = {2019},
	pages = {887--899},
}

Multi-agent Systems (MAS) often needs to pursue a common goal and in order to achieve that they need to make an effective formation. An approach for coalition formation of multi-agent pursuit based on neural network (NN) and agent group role membership function (AGRMF) model is proposed and thus making a novel algorithm called ARGMF-NN. This new algorithm consists of two parts i.e. feature extraction and group generation. First, the layers of feature extraction can abstract the AGRMF feature for all of the groups. Secondly, those features will be fed to the group generation part based on self-organizing map (SOM) layer which is used to group the pursuers with similar features. Besides, we also come up with the group attractiveness function(GAF) which is used to evaluate the quality of coalitions and the pursuers contribution. It helps in adjusting the main ability indicators of AGRMF and other weights of the whole neural network. The simulation experiment showed that this proposal can improve the effectiveness of coalition formation for multi-agent pursuit and also the ability to adopt pursuit-evasion problem with the scale of growing pursuer team.

@article{mahdaoui_temporal_2019,
	title = {A {Temporal} {Neuro}-{Fuzzy} {System} for {Estimating} {Remaining} {Useful} {Life} in {Preheater} {Cement} {Cyclones}},
	volume = {26},
	url = {https://doi.org/10.1142/S0218539319500128},
	doi = {10.1142/S0218539319500128},
	abstract = {Fault prognosis in industrial plants is a complex problem, and time is an important factor for the resolution of this problem. The main indicator for the task of fault prognosis is the estimate of remaining useful life (RUL), which essentially depends on the predicted time to failure. This paper introduces a temporal neuro-fuzzy system (TNFS) for performing the fault prognosis task and exactly estimating the RUL of preheater cyclones in a cement plant. The main component of the TNFS is a set of temporal fuzzy rules that have been chosen for their ability to explain the behavior of the entire system, the components’ degradation, and the RUL estimation. The benefit of introducing time in the structure of fuzzy rules is that a local memory of the TNFS is created to capture the dynamics of the prognostic task. More precisely, the paper emphasizes improving the performance of TNFSs for prediction. The RUL estimation process is broken down into four generic processes: building a predictive model, selecting the most critical parameters, training the TNFS, and predicting RUL through the generated temporal fuzzy rules. Finally, the performance of the proposed TNFS is evaluated using a real preheater cement cyclone dataset. The results show that our TNFS produces better results than classical neuro-fuzzy systems and neural networks.},
	number = {03},
	journal = {International Journal of Reliability, Quality and Safety Engineering},
	author = {Mahdaoui, Rafik and Mouss, Leila Hayet and Haboussi, Amar and Chouhal, Ouahiba and Haouassi, Hichem and Maarouk, Toufik Messoud},
	year = {2019},
	pages = {1950012},
}

Fault prognosis in industrial plants is a complex problem, and time is an important factor for the resolution of this problem. The main indicator for the task of fault prognosis is the estimate of remaining useful life (RUL), which essentially depends on the predicted time to failure. This paper introduces a temporal neuro-fuzzy system (TNFS) for performing the fault prognosis task and exactly estimating the RUL of preheater cyclones in a cement plant. The main component of the TNFS is a set of temporal fuzzy rules that have been chosen for their ability to explain the behavior of the entire system, the components’ degradation, and the RUL estimation. The benefit of introducing time in the structure of fuzzy rules is that a local memory of the TNFS is created to capture the dynamics of the prognostic task. More precisely, the paper emphasizes improving the performance of TNFSs for prediction. The RUL estimation process is broken down into four generic processes: building a predictive model, selecting the most critical parameters, training the TNFS, and predicting RUL through the generated temporal fuzzy rules. Finally, the performance of the proposed TNFS is evaluated using a real preheater cement cyclone dataset. The results show that our TNFS produces better results than classical neuro-fuzzy systems and neural networks.

@article{toufik_messaoud_maarouk_formal_2019,
	title = {Formal semantics and transformation of {BPMN} models.},
	journal = {IJBPIM},
	author = {{Toufik Messaoud Maarouk} and {Elkamel Merah} and {Sara Ghaoui} and {Nihed Rahabi}},
	year = {2019},
}

@article{mohammed_el_habib_souidi_multi-agent_2019,
	title = {Multi-{Agent} {Pursuit}-{Evasion} {Game} {Based} on {Organizational} {Architecture}.},
	journal = {CIT},
	author = {{Mohammed El Habib Souidi} and {Abderrahim Siam} and {Zhaoyi Pei} and {Songhao Piao}},
	year = {2019},
}

@article{mohammed_el_habib_souidi_multi-agent_2019-1,
	title = {Multi-agent pursuit coalition formation based on a limited overlapping of the dynamic groups.},
	journal = {Journal of Intelligent and Fuzzy Systems},
	author = {{Mohammed El Habib Souidi} and {Abderrahim Siam} and {Zhaoyi Pei}},
	year = {2019},
}

@article{djebara_global_2019,
	title = {Global {Existence} and {Asymptotic} {Behavior} of {Solutions} for {Some} {Coupled} {Systems} via a {Lyapunov} {Functional}},
	volume = {39},
	issn = {1572-9087},
	url = {https://doi.org/10.1007/s10473-019-0606-7},
	doi = {10.1007/s10473-019-0606-7},
	abstract = {The purpose of this work is to study the global existence and asymptotic behavior of solutions to a coupled reaction-diffusion system describing epidemiological or chemical situations. Our analytical proofs are based on the Lyapunov functional methods.},
	number = {6},
	journal = {Acta Mathematica Scientia},
	author = {Djebara, Lamia and Abdelmalek, Salem and Bendoukha, Samir},
	month = nov,
	year = {2019},
	pages = {1538--1550},
}

The purpose of this work is to study the global existence and asymptotic behavior of solutions to a coupled reaction-diffusion system describing epidemiological or chemical situations. Our analytical proofs are based on the Lyapunov functional methods.

@article{rahab_sana:_2019,
	title = {{SANA}: {Sentiment} {Analysis} on {Newspapers} comments in {Algeria}},
	copyright = {Licence Creative Commons Attribution - Pas d’utilisation commerciale - Pas de modification 4.0 International (CC-BY-NC-ND)},
	doi = {10.1016/j.jksuci.2019.04.012},
	journal = {Journal of King Saud University - Computer and Information Sciences},
	author = {Rahab, Hichem and Zitouni, Abdelhafid and Djoudi, Mahieddine},
	year = {2019},
}

@inproceedings{hamidane_implementation_2018,
	title = {Implementation of a {Preventive} {Maintenance} {System} {Based} on {Augmented} {Reality}},
	doi = {10.1109/PAIS.2018.8598510},
	booktitle = {2018 3rd {International} {Conference} on {Pattern} {Analysis} and {Intelligent} {Systems} ({PAIS})},
	author = {Hamidane, R. and MOUSS, L. H. and Bellarbi, A. and MAHDAOUI, R.},
	month = oct,
	year = {2018},
	keywords = {3D model, AR glasses, Augmented Reality, Augmented reality, CMMS, Preventive maintenance, Production facilities, Reliability, Smartphone, Task analysis, Tools, augmented reality, augmented reality-based preventive maintenance, cement factory, cement industry, computerized maintenance management system, cost reduction, equipment inspection, failure analysis, failure monitoring, inspection, preventive maintenance, production equipment, real time systems, real-time systems, smartphone, virtual assistance},
	pages = {1--6},
}

@article{qadir_novel_2018,
	title = {A novel approach for multi-agent cooperative pursuit to capture grouped evaders},
	journal = {The Journal of Supercomputing},
	author = {Qadir, Muhammad Zuhair and Piao, Songhao and Jiang, Haiyang and Souidi, Mohammed El Habib},
	year = {2018},
	pages = {1--11},
}

@article{pei_slam_2018,
	title = {{SLAM} for {Humanoid} {Multi}-{Robot} {Active} {Cooperation} {Based} on {Relative} {Observation}},
	volume = {10},
	url = {https://ideas.repec.org/a/gam/jsusta/v10y2018i8p2946-d164578.html},
	abstract = {The simultaneous localization and mapping (SLAM) of robot in the complex environment is a fundamental research topic for service robots. This paper presents a new humanoid multi-robot SLAM mechanism that allows robots to collaborate and localize each other in their own SLAM process. Each robot has two switchable modes: independent mode and collaborative mode. Each robot can respond to the requests of other robots and participate in chained localization of the target robot under the leadership of the organiser. We aslo discuss how to find the solution of optimal strategy for chained localization. This mechanism can improve the performance of bundle adjustment at the global level, especially when the image features are few or the results of closed loop are not ideal. The simulation results show that this method has a great effect on improving the accuracy of multi-robot localization and the efficiency of 3D mapping.},
	number = {8},
	journal = {Sustainability},
	author = {Pei, Zhaoyi and Piao, Songhao and Souidi, Mohammed El Habib and Qadir, Muhammad Zuhair and Li, Guo},
	month = aug,
	year = {2018},
	keywords = {SLAM, cooperative localization, humanoid robot, multi-robot system (MRS)},
	pages = {1--18},
}

The simultaneous localization and mapping (SLAM) of robot in the complex environment is a fundamental research topic for service robots. This paper presents a new humanoid multi-robot SLAM mechanism that allows robots to collaborate and localize each other in their own SLAM process. Each robot has two switchable modes: independent mode and collaborative mode. Each robot can respond to the requests of other robots and participate in chained localization of the target robot under the leadership of the organiser. We aslo discuss how to find the solution of optimal strategy for chained localization. This mechanism can improve the performance of bundle adjustment at the global level, especially when the image features are few or the results of closed loop are not ideal. The simulation results show that this method has a great effect on improving the accuracy of multi-robot localization and the efficiency of 3D mapping.

@article{abderrahim_category-theoretic_2018,
	title = {A {Category}-theoretic {Approach} to {Organization}-based {Modeling} of {Multi} {Agent} {Systems} on the {Basis} of {Collective} {Phenomena} and {Organizations} in {Human} {Societies}},
	volume = {42},
	url = {http://www.informatica.si/index.php/informatica/article/view/1282},
	number = {4},
	journal = {Informatica (Slovenia)},
	author = {Abderrahim, Siam and Maamri, Ramdane},
	year = {2018},
}

@article{seghir_quality_2018,
	title = {Quality {Evaluation} {Algorithm}: {New} {Structural} {Similarity} by {Using} {Distance} {Transform} {Approach} and {Gradient} {Similarity}},
	journal = {2018 International Conference on Signal, Image, Vision and their Applications (SIVA)},
	author = {Seghir, Zianou Ahmed and Hachouf, Fella and Hemam, Mounir and Morain-Nicolier, Frédéric and Zeggari, Ahmed},
	year = {2018},
	pages = {1--6},
}

@article{hichem_pso_2018,
	title = {{PSO} with crossover operator applied to feature selection problem in classification},
	volume = {42},
	number = {2},
	journal = {Informatica},
	author = {Hichem, Houassi and Rafik, Mahdaoui and Mesaaoud, Maarouk Toufik},
	year = {2018},
}

@article{mohamed_multi-agents_2018,
	title = {A {Multi}-agents {System} to {Compute} {Human} {Learning} {Indicators} {Activities} {Based} on {Model}-driven {Engineering} {Approach}},
	volume = {10},
	issn = {1753-5255},
	url = {http://dl.acm.org/citation.cfm?id=3202163.3202168},
	number = {1-2},
	journal = {Int. J. Technol. Enhanc. Learn.},
	author = {Mohamed, Benmohammed. and Tarek, Djouad},
	month = jan,
	year = {2018},
	pages = {91--110},
}

@inproceedings{djouad_trace_2018,
	address = {Cham},
	title = {Trace {Based} {System} in ℡ {Systems}: {Theory} and {Practice}},
	isbn = {978-3-319-89743-1},
	abstract = {We present in this paper an easier way to manage activity traces and to compute human learning indicators activities in Technology Enhanced Learning ℡ systems. We review our research work related to Trace based system TBS and we explain how we use TBS to develop new and generic model to represent the indicator life cycle from its creation to its reuse. This paper presents the underlying theory and how this theory is implemented to compute human learning indicators activities available for use with any other learning platform, provided the TBS can access the learning platform traces.},
	booktitle = {Computational {Intelligence} and {Its} {Applications}},
	publisher = {Springer International Publishing},
	author = {Djouad, Tarek and Mille, Alain},
	editor = {Amine, Abdelmalek and Mouhoub, Malek and Ait Mohamed, Otmane and Djebbar, Bachir},
	year = {2018},
	pages = {257--266},
}

We present in this paper an easier way to manage activity traces and to compute human learning indicators activities in Technology Enhanced Learning ℡ systems. We review our research work related to Trace based system TBS and we explain how we use TBS to develop new and generic model to represent the indicator life cycle from its creation to its reuse. This paper presents the underlying theory and how this theory is implemented to compute human learning indicators activities available for use with any other learning platform, provided the TBS can access the learning platform traces.

@article{ledmi_optimizing_2018,
	title = {Optimizing {Both} the {User} {Requirements} and the {Load} {Balancing} in the {Volunteer} {Computing} {System} by {Using} {Markov} {Chain} {Model}},
	volume = {14},
	issn = {1548-1115},
	url = {https://doi.org/10.4018/IJEIS.2018010103},
	doi = {10.4018/IJEIS.2018010103},
	number = {1},
	journal = {Int. J. Enterp. Inf. Syst.},
	author = {Ledmi, Abdeldjalil and Bendjenna, Hakim and Mounine, Hemam Sofiane},
	month = jan,
	year = {2018},
	keywords = {Discrete Markov Chain, Failure Probability, Load Balancing, Redistribution, Volunteer Clouds, Volunteer Computing System},
	pages = {35--62},
}

@inproceedings{ledmi_fault_2018,
	title = {Fault {Tolerance} in {Distributed} {Systems}: {A} {Survey}},
	doi = {10.1109/PAIS.2018.8598484},
	booktitle = {2018 3rd {International} {Conference} on {Pattern} {Analysis} and {Intelligent} {Systems} ({PAIS})},
	author = {Ledmi, A. and Bendjenna, H. and Hemam, S. M.},
	month = oct,
	year = {2018},
	keywords = {Cloud, Cluster, Fault tolerance, Fault tolerant systems, Fault-Tolerance Technique, Grid, Heart beat, Load management, P2P systems, P2P., Software, Task analysis, cloud systems, cluster system, distributed Systems, distributed processing, distributed systems, fault tolerance, grid computing, resource selection, software fault tolerance},
	pages = {1--5},
}

@article{mounir_extension_2018,
	title = {An {Extension} of the {Ontology} {Web} {Language} with {Multi}-viewpoints and {Probabilistic} {Reasoning}},
	volume = {10},
	issn = {1755-0386},
	url = {https://doi.org/10.1504/IJAIP.2018.090789},
	doi = {10.1504/IJAIP.2018.090789},
	number = {3},
	journal = {Int. J. Adv. Intell. Paradigms},
	author = {Mounir, Hemam},
	month = jan,
	year = {2018},
	pages = {247--265},
}

@inproceedings{hemam_multi-viewpoints_2018,
	address = {New York, NY, USA},
	series = {{ICEMIS} '18},
	title = {Multi-{Viewpoints} {Ontological} {Knowledge} {Representation}: {A} {Fuzzy} {Description} {Logics} {Based} {Approach}},
	isbn = {978-1-4503-6392-1},
	url = {http://doi.acm.org/10.1145/3234698.3234761},
	doi = {10.1145/3234698.3234761},
	booktitle = {Proceedings of the {Fourth} {International} {Conference} on {Engineering} \& {MIS} 2018},
	publisher = {ACM},
	author = {Hemam, Mounir and Djezzar, Meriem and Seghir, Zianou Ahmed},
	year = {2018},
	note = {event-place: Istanbul, Turkey},
	keywords = {Description Logics, Fuzziness, Knowledge Engineering, Ontology, Semantic Web, Viewpoint},
	pages = {63:1--63:6},
}

@inproceedings{djezzar_approach_2018,
	title = {An approach for {Semantic} {Enrichment} of {Sensor} {Data}},
	doi = {10.1109/PAIS.2018.8598506},
	booktitle = {2018 3rd {International} {Conference} on {Pattern} {Analysis} and {Intelligent} {Systems} ({PAIS})},
	author = {Djezzar, M. and Hemam, M. and Maimour, M. and Amara, F. Z. and Falek, K. and Seghir, Z. A.},
	month = oct,
	year = {2018},
	keywords = {Data models, Interoperability, Linked Data, OWL, Ontologies, Ontology, Resource description framework, Semantic Annotation, Semantic Web, Semantics, Sensor Web, Web services, collected sensor descriptions, data vocabulary, heterogeneous data, heterogeneous sensor networks, inference mechanisms, interoperable domain sensor Web applications, linked data, meta data, ontologies (artificial intelligence), query processing, semantic Web, semantic Web technologies, semantic interoperability, semantically annotated sensor data, sensor datasets, sensor streams, wireless sensor networks},
	pages = {1--7},
}

@article{chergui_approach_2018,
	title = {An approach to the acquisition of tacit knowledge based on an ontological model},
	issn = {1319-1578},
	url = {http://www.sciencedirect.com/science/article/pii/S1319157818305184},
	doi = {https://doi.org/10.1016/j.jksuci.2018.09.012},
	abstract = {Our knowledge includes irreducible tacit elements which are related to the individual’s personal nature that go beyond what we can express, which makes it very difficult to formalize, communicate and share. As this tacit knowledge consists of either actions or personal attitudes, we propose an approach to acquisition of tacit knowledge based on an ontological model. The ontology is built top down by changing the actors’ cognitive focus from the focal to the subsidiary, or from the aim of an action to its detailed objectives. We also use explicitation interviews and self-confrontation techniques to identify the tacit elements in actors’ activities, such as the concepts of situation, know-how and know-that, which constitute our ontology for knowledge acquisition.},
	journal = {Journal of King Saud University - Computer and Information Sciences},
	author = {Chergui, Wahid and Zidat, Samir and Marir, Farhi},
	year = {2018},
	keywords = {Explicit knowledge, Know-how, Know-that, Knowledge model, Ontology, Tacit knowledge},
}

Our knowledge includes irreducible tacit elements which are related to the individual’s personal nature that go beyond what we can express, which makes it very difficult to formalize, communicate and share. As this tacit knowledge consists of either actions or personal attitudes, we propose an approach to acquisition of tacit knowledge based on an ontological model. The ontology is built top down by changing the actors’ cognitive focus from the focal to the subsidiary, or from the aim of an action to its detailed objectives. We also use explicitation interviews and self-confrontation techniques to identify the tacit elements in actors’ activities, such as the concepts of situation, know-how and know-that, which constitute our ontology for knowledge acquisition.

@book{ouahab_relational_2018,
	title = {Relational database courses and exercises},
	publisher = {GRIN Verlag},
	author = {Ouahab, Kadri and Adel, Abdelhadi},
	year = {2018},
}

@article{nessah_towards_2017,
	title = {Towards a {Hybrid} {Semantic} {Similarity} {Measure} to {Set} the {Conceptual} {Relatedness} in a {Hierarchy}},
	volume = {11},
	issn = {1744-2621},
	url = {https://doi.org/10.1504/IJMSO.2016.081583},
	doi = {10.1504/IJMSO.2016.081583},
	number = {3},
	journal = {Int. J. Metadata Semant. Ontologies},
	author = {Nessah, Djamel and Kazar, Okba and Benharkat, Aïcha-Nabila},
	month = jan,
	year = {2017},
	keywords = {Lin measure, Semantic similarity, WordNet taxonomy, WordNet taxonomySemantic similarity, Wu-Palmer measure, conceptual relations, edge counting, edge-counting approach, hierarchy, hybrid similarity, information content, information content approach, ontology, semantic relatedness, semantic similarity, similarity measures},
	pages = {155--164},
}

@article{mohammed_el_habib_souidi_mobile_2017,
	title = {Mobile agents path planning based on an extension of {Bug}-{Algorithms} and applied to the pursuit-evasion game.},
	journal = {Web Intelligence},
	author = {{Mohammed El Habib Souidi} and {Songhao Piao} and {Guo Li 0002}},
	year = {2017},
}

@article{zhaoyi_pei_coalition_2017,
	title = {Coalition formation for {Multi}-agent {Pursuit} based on {Neural} {Network} and {AGRMF} {Model}.},
	journal = {CoRR},
	author = {{Zhaoyi Pei} and {Songhao Piao} and {Mohammed El Habib Souidi}},
	year = {2017},
}

@article{hioual_ouassila_load_2017,
	title = {Load {Balancing}, {Cost} and {Response} {Time} {Minimisation} {Issues} in {Agent}-based {Multi} {Cloud} {Service} {Composition}},
	volume = {10},
	issn = {1743-8209},
	url = {https://doi.org/10.1504/IJIPT.2017.085187},
	doi = {10.1504/IJIPT.2017.085187},
	number = {2},
	journal = {Int. J. Internet Protoc. Technol.},
	author = {Hioual Ouassila, zizette Boufaida and Mounine, Hemam Sofiane},
	month = jan,
	year = {2017},
	pages = {73--88},
}

@article{hemam_multi-viewpoint_2017,
	title = {Multi-viewpoint {Ontological} {Representation} of {Composite} {Concepts}: {A} {Description} {Logics}-based {Approach}},
	volume = {10},
	issn = {1751-5858},
	url = {http://dl.acm.org/citation.cfm?id=.3141389},
	number = {1-2},
	journal = {Int. J. Intell. Inf. Database Syst.},
	author = {Hemam, Mounir and Djezzar, Meriem and Boufaida, Zizette},
	month = jan,
	year = {2017},
	pages = {51--68},
}

@inproceedings{rahab_araacom:_2017,
	address = {New York, NY, USA},
	series = {{ICCES} '17},
	title = {{ARAACOM}: {ARAbic} {Algerian} {Corpus} for {Opinion} {Mining}},
	isbn = {978-1-4503-5309-0},
	url = {http://doi.acm.org/10.1145/3129186.3129193},
	doi = {10.1145/3129186.3129193},
	booktitle = {Proceedings of the {International} {Conference} on {Computing} for {Engineering} and {Sciences}},
	publisher = {ACM},
	author = {Rahab, Hichem and Zitouni, Abdelhafid and Djoudi, Mahieddine},
	year = {2017},
	keywords = {Arabic comments, Machine learning, Natural Language Processing, Natural language processing, Newspaper, Opinion Mining, Opinion mining, Sentiment Analysis, Sentiment analysis, machine learning, newspaper},
	pages = {35--39},
}

@inproceedings{rahab_siaac:_2017,
	title = {{SIAAC}: {Sentiment} {Polarity} {Identification} on {Arabic} {Algerian} {Newspaper} {Comments}},
	booktitle = {Proceedings of the {Computational} {Methods} in {Systems} and {Software} {Applied} {Computational} ({CoMeSySo} 2017) {Intelligence} and {Mathematical} {Methods}, {ISBN}: 978-1-4503-5309-0. {Springer} {Cham}},
	author = {Rahab, Hichem and Zitouni, Abdelhafid and Djoudi, Mahieddine},
	year = {2017},
	keywords = {Rahab Zitouni Djoudi XXL},
	pages = {pp 139--149},
}

@article{kadri_identification_2017,
	title = {Identification and detection of the process fault in a cement rotary kiln by extreme learning machine and ant colony optimization},
	volume = {15},
	journal = {Academic Journal of Manufacturing Engineering},
	author = {Kadri, Ouahab and Mouss, Hayet},
	year = {2017},
	pages = {43--50},
}

@book{ouahab_ant_2017,
	title = {Ant {Colony} {Algorithm} in {Fault} {Diagnosis}},
	isbn = {978-3-668-35004-5},
	url = {https://books.google.fr/books?id=idRUnQAACAAJ},
	publisher = {Bod Third Party Titles},
	author = {Ouahab, K. and Abdelhadi, A.},
	year = {2017},
}

@article{adel_improved_2017,
	title = {An {Improved} {Approach} {Based} on {MAS} {Architecture} and {Heuristic} {Algorithm} for {Systematic} {Maintenance}},
	volume = {11},
	issn = {eISSN:1307-6892},
	url = {http://waset.org/abstracts/Industrial-and-Manufacturing-Engineering},
	abstract = {This paper proposes an improved approach based on MAS Architecture and Heuristic Algorithm for systematic maintenance to minimize makespan. We have implemented a problem-solving approach for optimizing the processing time, methods based on metaheuristics. The proposed approach is inspired by the behavior of the human body. This hybridization is between a multi-agent system and inspirations of the human body, especially genetics. The effectiveness of our approach has been demonstrated repeatedly in this paper. To solve such a complex problem, we proposed an approach which we have used advanced operators such as uniform crossover set and single point mutation. The proposed approach is applied to three preventive maintenance policies. These policies are intended to maximize the availability or to maintain a minimum level of reliability during the production chain. The results show that our algorithm outperforms existing algorithms. We assumed that the machines might be unavailable periodically during the production scheduling.},
	number = {5},
	author = {Adel, Abdelhadi and Ouahab, Kadri},
	year = {2017},
	keywords = {emergence, genetic algorithm, hybrid flow shop scheduling, makespan, multi-agent systems, scheduling, systematic maintenance},
	pages = {1230},
}

This paper proposes an improved approach based on MAS Architecture and Heuristic Algorithm for systematic maintenance to minimize makespan. We have implemented a problem-solving approach for optimizing the processing time, methods based on metaheuristics. The proposed approach is inspired by the behavior of the human body. This hybridization is between a multi-agent system and inspirations of the human body, especially genetics. The effectiveness of our approach has been demonstrated repeatedly in this paper. To solve such a complex problem, we proposed an approach which we have used advanced operators such as uniform crossover set and single point mutation. The proposed approach is applied to three preventive maintenance policies. These policies are intended to maximize the availability or to maintain a minimum level of reliability during the production chain. The results show that our algorithm outperforms existing algorithms. We assumed that the machines might be unavailable periodically during the production scheduling.

@article{kadri_fault_2017,
	title = {Fault diagnosis for a milk pasteurisation plant with missing data},
	volume = {6},
	url = {https://www.inderscienceonline.com/doi/abs/10.1504/IJQET.2017.088858},
	doi = {10.1504/IJQET.2017.088858},
	abstract = {This paper addresses the problem of fault diagnosis from observed data containing missing values amongst the inputs. In order to provide good classification accuracy for the decision function, a novel approach based on support vector machine and extreme learning machine is developed. SVM mixture model is used to model the data distribution, which is adapted to handle missing values, while extreme learning machine enables to devise a multiple imputation strategy for final estimation. In order to prove the efficiency of our proposed method, we have developed the classifier using the condition monitoring observations from milk pasteurisation data. The experiments show that the proposed algorithm gives improved results compared to recent methods, essentially if the number of missing data is significant. The results show that our approach can perfectly detect dysfunction, identify the fault, and is strong in unsupervised process monitoring.},
	number = {3},
	journal = {International Journal of Quality Engineering and Technology},
	author = {Kadri, Ouahab and Mouss, L. H. and Abdelhadi, Adel},
	year = {2017},
	pages = {123--136},
}

This paper addresses the problem of fault diagnosis from observed data containing missing values amongst the inputs. In order to provide good classification accuracy for the decision function, a novel approach based on support vector machine and extreme learning machine is developed. SVM mixture model is used to model the data distribution, which is adapted to handle missing values, while extreme learning machine enables to devise a multiple imputation strategy for final estimation. In order to prove the efficiency of our proposed method, we have developed the classifier using the condition monitoring observations from milk pasteurisation data. The experiments show that the proposed algorithm gives improved results compared to recent methods, essentially if the number of missing data is significant. The results show that our approach can perfectly detect dysfunction, identify the fault, and is strong in unsupervised process monitoring.

@article{mohammed_el_habib_souidi_multi-agent_2016,
	title = {Multi-agent cooperation pursuit based on an extension of {AALAADIN} organisational model.},
	journal = {J. Exp. Theor. Artif. Intell.},
	author = {{Mohammed El Habib Souidi} and {Songhao Piao} and {Guo Li 0002} and {Chang Lin}},
	year = {2016},
}

@article{hemam_description_2016,
	title = {A {Description} {Logics} {Based} {Approach} for {Building} {Multi}-{Viewpoints} {Ontologies}},
	volume = {10},
	issn = {eISSN: 1307-6892},
	url = {https://publications.waset.org/vol/120},
	abstract = {We are interested in the problem of building an ontology in a heterogeneous organization, by taking into account different viewpoints and different terminologies of communities in the organization. Such ontology, that we call multi-viewpoint ontology, confers to the same universe of discourse, several partial descriptions, where each one is relative to a particular viewpoint. In addition, these partial descriptions share at global level, ontological elements constituent a consensus between the various viewpoints. In order to provide response elements to this problem we define a multi-viewpoints knowledge model based on viewpoint and ontology notions. The multi-viewpoints knowledge model is used to formalize the multi-viewpoints ontology in description logics language.},
	number = {12},
	journal = {International Journal of Computer and Information Engineering},
	author = {Hemam, M. and Djezzar, M. and Djouad, T.},
	year = {2016},
	pages = {2111 -- 2116},
}

We are interested in the problem of building an ontology in a heterogeneous organization, by taking into account different viewpoints and different terminologies of communities in the organization. Such ontology, that we call multi-viewpoint ontology, confers to the same universe of discourse, several partial descriptions, where each one is relative to a particular viewpoint. In addition, these partial descriptions share at global level, ontological elements constituent a consensus between the various viewpoints. In order to provide response elements to this problem we define a multi-viewpoints knowledge model based on viewpoint and ontology notions. The multi-viewpoints knowledge model is used to formalize the multi-viewpoints ontology in description logics language.

@article{chouhal_multi-agent_2016,
	title = {A {Multi}-{Agent} {Solution} to {Distributed} {Fault} {Diagnosis} of {Preheater} {Cement} {Cyclone}},
	volume = {15},
	url = {https://www.worldscientific.com/doi/abs/10.1142/S0219686716500153},
	doi = {10.1142/S0219686716500153},
	number = {04},
	journal = {Journal of Advanced Manufacturing Systems},
	author = {Chouhal, Ouahiba and Mouss, Leila Hayet and Benaggoune, Khaled and Mahdaoui, Rafik},
	year = {2016},
	pages = {209--221},
}

@article{adel_efficient_2016,
	title = {An {Efficient} {Hybrid} {Approach} {Based} on {Multi}-{Agent} {System} and {Emergence} {Method} for the {Integration} of {Systematic} {Preventive} {Maintenance} {Policies}},
	volume = {10},
	issn = {eISSN:1307-6892},
	url = {http://waset.org/abstracts/Computer-and-Information-Engineering},
	abstract = {This paper proposes a hybrid algorithm for the integration of systematic preventive maintenance policies in hybrid flow shop scheduling to minimize makespan. We have implemented a problem-solving approach for optimizing the processing time, methods based on metaheuristics. The proposed approach is inspired by the behavior of the human body. This hybridization is between a multi-agent system and inspirations of the human body, especially genetics. The effectiveness of our approach has been demonstrated repeatedly in this paper. To solve such a complex problem, we proposed an approach which we have used advanced operators such as uniform crossover set and single point mutation. The proposed approach is applied to three preventive maintenance policies. These policies are intended to maximize the availability or to maintain a minimum level of reliability during the production chain. The results show that our algorithm outperforms existing algorithms. We assumed that the machines might be unavailable periodically during the production scheduling.},
	number = {4},
	author = {Adel, Abdelhadi and Ouahab, Kadri},
	year = {2016},
	keywords = {emergence, genetic algorithm, hybrid flow shop scheduling, makespan, multi-agent systems, scheduling, systematic maintenance},
	pages = {1682},
}

This paper proposes a hybrid algorithm for the integration of systematic preventive maintenance policies in hybrid flow shop scheduling to minimize makespan. We have implemented a problem-solving approach for optimizing the processing time, methods based on metaheuristics. The proposed approach is inspired by the behavior of the human body. This hybridization is between a multi-agent system and inspirations of the human body, especially genetics. The effectiveness of our approach has been demonstrated repeatedly in this paper. To solve such a complex problem, we proposed an approach which we have used advanced operators such as uniform crossover set and single point mutation. The proposed approach is applied to three preventive maintenance policies. These policies are intended to maximize the availability or to maintain a minimum level of reliability during the production chain. The results show that our algorithm outperforms existing algorithms. We assumed that the machines might be unavailable periodically during the production scheduling.

@article{kadri_fault_2016,
	title = {Fault {Diagnosis} of {Manufacturing} {Systems} {Using} {AntTreeStoch} with {Parameter} {Optimization} by {ACO}},
	volume = {10},
	issn = {eISSN:1307-6892},
	url = {http://waset.org/abstracts/Industrial-and-Manufacturing-Engineering},
	abstract = {In this paper, we present three diagnostic modules for complex and dynamic systems. These modules are based on three ant colony algorithms, which are AntTreeStoch, Lumer \& Faieta and Binary ant colony. We chose these algorithms for their simplicity and their wide application range. However, we cannot use these algorithms in their basement forms as they have several limitations. To use these algorithms in a diagnostic system, we have proposed three variants. We have tested these algorithms on datasets issued from two industrial systems, which are clinkering system and pasteurization system.},
	number = {2},
	author = {Kadri, Ouahab and Mouss, Leila Hayet},
	year = {2016},
	keywords = {ant colony algorithms, classification, complex and dynamic systems, diagnosis, optimization},
	pages = {772},
}

In this paper, we present three diagnostic modules for complex and dynamic systems. These modules are based on three ant colony algorithms, which are AntTreeStoch, Lumer & Faieta and Binary ant colony. We chose these algorithms for their simplicity and their wide application range. However, we cannot use these algorithms in their basement forms as they have several limitations. To use these algorithms in a diagnostic system, we have proposed three variants. We have tested these algorithms on datasets issued from two industrial systems, which are clinkering system and pasteurization system.

@inproceedings{hioual_cloud_2016,
	title = {Cloud {Services} {Selection} by {Load} {Balancing} between {Clouds} - {A} {Hybrid} {MCDM}/{Markov} {Chain} {Approach}},
	isbn = {978-989-758-186-1},
	doi = {10.5220/0005929802890295},
	booktitle = {Proceedings of the 12th {International} {Conference} on {Web} {Information} {Systems} and {Technologies} - {Volume} 1: {WIS}, ({WEBIST} 2016)},
	publisher = {SciTePress},
	author = {Hioual, Ouassila and Hemam, Sofiane Mounine},
	year = {2016},
	pages = {289--295},
}

@article{mohammed_el_habib_souidi_coalition_2015,
	title = {Coalition formation algorithm based on organization and {Markov} decision process for multi-player pursuit evasion.},
	journal = {Multiagent and Grid Systems},
	author = {{Mohammed El Habib Souidi} and {Songhao Piao} and {Guo Li 0002} and {Lin Chang}},
	year = {2015},
}

@inproceedings{hioual_cost_2015,
	address = {New York, NY, USA},
	series = {{IPAC} '15},
	title = {Cost {Minimization} and {Load} {Balancing} {Issues} to {Compose} {Web} {Services} in a {Multi} {Cloud} {Environment}},
	isbn = {978-1-4503-3458-7},
	url = {http://doi.acm.org/10.1145/2816839.2816846},
	doi = {10.1145/2816839.2816846},
	booktitle = {Proceedings of the {International} {Conference} on {Intelligent} {Information} {Processing}, {Security} and {Advanced} {Communication}},
	publisher = {ACM},
	author = {Hioual, Ouassila and Hemam, Sofiane Mounine},
	year = {2015},
	keywords = {Cloud Services, Load balancing, composition, cost minimization, multi cloud computing},
	pages = {88:1--88:3},
}

@inproceedings{seghir_color_2015,
	address = {Cham},
	title = {Color {Image} {Quality} {Assessment} {Based} on {Gradient} {Similarity} and {Distance} {Transform}},
	isbn = {978-3-319-25903-1},
	abstract = {In this paper, a new full-reference image quality assessment (IQA) metric is proposed. It is based on a Distance transform (DT) and a gradient similarity. The gradient images are sensitive to image distortions. Consequently, investigations have been carried out using the global variation of the gradient and the image skeleton for computing an overall image quality prediction. First, color image is transformed to YIQ space. Secondly, the gradient images and DT are identified from Y component. Thirdly, color distortion is computed from I and Q components. Then, the maximum DT similarity of the reference and test images is defined. Finally, combining the previous metrics the difference between test and references images is derived. The obtained results have shown the efficiency of the suggested measure.},
	booktitle = {Advanced {Concepts} for {Intelligent} {Vision} {Systems}},
	publisher = {Springer International Publishing},
	author = {Seghir, Zianou Ahmed and Hachouf, Fella},
	editor = {Battiato, Sebastiano and Blanc-Talon, Jacques and Gallo, Giovanni and Philips, Wilfried and Popescu, Dan and Scheunders, Paul},
	year = {2015},
	pages = {591--603},
}

In this paper, a new full-reference image quality assessment (IQA) metric is proposed. It is based on a Distance transform (DT) and a gradient similarity. The gradient images are sensitive to image distortions. Consequently, investigations have been carried out using the global variation of the gradient and the image skeleton for computing an overall image quality prediction. First, color image is transformed to YIQ space. Secondly, the gradient images and DT are identified from Y component. Thirdly, color distortion is computed from I and Q components. Then, the maximum DT similarity of the reference and test images is defined. Finally, combining the previous metrics the difference between test and references images is derived. The obtained results have shown the efficiency of the suggested measure.

@inproceedings{seghir_full-reference_2015,
	address = {Cham},
	title = {Full-{Reference} {Image} {Quality} {Assessment} {Measure} {Based} on {Color} {Distortion}},
	isbn = {978-3-319-19578-0},
	abstract = {The purpose of this paper is to introduce a new method for image quality assessment (IQA). The method adopted here is assumed to be Full-reference measure. Color images that are corrupted with different kinds of distortions are assessed by applying a color distorted algorithm on each color component separately. This approach use especially YIQ color space in computation. Gradient operator was successfully introduced to compute gradient image from the luminance channel of images. In this paper, we propose an alternative technique to evaluate image quality. The main difference between the new proposed method and the gradient magnitude similarity deviation (GMSD) method is the usage of color component for the detection of distortion.},
	booktitle = {Computer {Science} and {Its} {Applications}},
	publisher = {Springer International Publishing},
	author = {Seghir, Zianou Ahmed and Hachouf, Fella},
	editor = {Amine, Abdelmalek and Bellatreche, Ladjel and Elberrichi, Zakaria and Neuhold, Erich J. and Wrembel, Robert},
	year = {2015},
	pages = {66--77},
}

The purpose of this paper is to introduce a new method for image quality assessment (IQA). The method adopted here is assumed to be Full-reference measure. Color images that are corrupted with different kinds of distortions are assessed by applying a color distorted algorithm on each color component separately. This approach use especially YIQ color space in computation. Gradient operator was successfully introduced to compute gradient image from the luminance channel of images. In this paper, we propose an alternative technique to evaluate image quality. The main difference between the new proposed method and the gradient magnitude similarity deviation (GMSD) method is the usage of color component for the detection of distortion.

@inproceedings{messaoud_interpretation_2015,
	address = {Cham},
	title = {Interpretation of {DD}-{LOTOS} {Specification} by {C}-{DATA}*},
	isbn = {978-3-319-23201-0},
	abstract = {The DD-LOTOS language is defined for the formal specification of distributed real-time systems. The peculiarity of this language compared to existing languages is its taken into account of the distributed aspect of real-time systems. DD-LOTOS has been defined on a semantic model of true concurrency ie the semantics of maximality. Our work focuses on the translation of DD-LOTOS specifications to an adequate semantic model. The destination model is a communicating timed automaton with durations of actions, temporal constraints and supports communication between localities; this model is called C-DATA*.},
	booktitle = {New {Trends} in {Databases} and {Information} {Systems}},
	publisher = {Springer International Publishing},
	author = {Messaoud, Maarouk Toufik and Eddine, Saidouni Djamel and Rafik, Mahdaoui and Hichem, Houassi},
	editor = {Morzy, Tadeusz and Valduriez, Patrick and Bellatreche, Ladjel},
	year = {2015},
	pages = {414--423},
}

The DD-LOTOS language is defined for the formal specification of distributed real-time systems. The peculiarity of this language compared to existing languages is its taken into account of the distributed aspect of real-time systems. DD-LOTOS has been defined on a semantic model of true concurrency ie the semantics of maximality. Our work focuses on the translation of DD-LOTOS specifications to an adequate semantic model. The destination model is a communicating timed automaton with durations of actions, temporal constraints and supports communication between localities; this model is called C-DATA*.

@inproceedings{hemam_load_2015,
	address = {New York, NY, USA},
	series = {{IPAC} '15},
	title = {Load {Balancing} by {Requests} {Redistribution} {In} {Failure} {Nodes} {Context}},
	isbn = {978-1-4503-3458-7},
	url = {http://doi.acm.org/10.1145/2816839.2816847},
	doi = {10.1145/2816839.2816847},
	booktitle = {Proceedings of the {International} {Conference} on {Intelligent} {Information} {Processing}, {Security} and {Advanced} {Communication}},
	publisher = {ACM},
	author = {Hemam, Sofiane Mounine and Hioual, Ouassila},
	year = {2015},
	keywords = {Load balancing, P2P system, failure node, probability},
	pages = {87:1--87:5},
}

@phdthesis{mahdaoui_contribution_2013,
	type = {{PhD} {Thesis}},
	title = {Contribution à la surveillance dynamique des systèmes de production évolutifs par les systèmes {Neuro}-{Flous} {Temporels}},
	author = {Mahdaoui, Rafik},
	year = {2013},
}

@unpublished{maarouk_specification_2012,
	title = {Spécification formelle des systèmes mobiles temps réel.},
	url = {http://eprints.univ-batna2.dz/72/},
	abstract = {Notre sujet d?étude est la programmation de systèmes répartis, temps réel. De tels systèmes comportent de nombreux ordinateurs interconnectés par un réseau. L?étude de ce type de système fait appel a des méthodes formelles permettant de répondre aux exigences au quelles sont soumises ces applications. Dans la littérature, il a été proposé un grand nombre de techniques dotées d?un support mathématique pour raisonner sur la conformité des systèmes informatiques. La notion importante dans ces systèmes, est le temps, c?est à dire des systèmes dotés d?un comportement qui est contraint par le temps. Un système temps-réel doit interagir correctement avec son environnement non seulement au regard des informations échangées, mais également au regard des instants au quels ces interactions se réalisent. Dans ce contexte, les sémantiques de vrai parallélisme, comme la sémantique de maximalité, conviennent à être employées lorsqu?on s?abstrait de l?hypothèse de l?atomicité temporelle et structurelle des actions. Le modèle D-LOTOS1, extension temporelle a l?algèbre de processus LOTOS2, intégrant à la fois contraintes temporelles et durées des actions. L?étude exposée dans ce document s?inscrit dans le cadre de la conception de systèmes temps-réel et mobiles, en s?appuyant sur les modèles mobiles, et les méthodes formelles, temps réel. Le modèle proposé (MD-LOTOS)3, représente un langage de programmation directement utilisable il est implémentable de manière répartie, il s?inspire largement de deux modèles (Join-calcul, D-LOTOS).},
	author = {Maarouk, Toufik Messaoud},
	year = {2012},
	keywords = {Algèbres de processus, Durée d?action, LOTOS, Langage D-LOTOS, MD-LOTOS., Spécification formelle, Systèmes mobiles, Systèmes temps-réel},
}

Notre sujet d?étude est la programmation de systèmes répartis, temps réel. De tels systèmes comportent de nombreux ordinateurs interconnectés par un réseau. L?étude de ce type de système fait appel a des méthodes formelles permettant de répondre aux exigences au quelles sont soumises ces applications. Dans la littérature, il a été proposé un grand nombre de techniques dotées d?un support mathématique pour raisonner sur la conformité des systèmes informatiques. La notion importante dans ces systèmes, est le temps, c?est à dire des systèmes dotés d?un comportement qui est contraint par le temps. Un système temps-réel doit interagir correctement avec son environnement non seulement au regard des informations échangées, mais également au regard des instants au quels ces interactions se réalisent. Dans ce contexte, les sémantiques de vrai parallélisme, comme la sémantique de maximalité, conviennent à être employées lorsqu?on s?abstrait de l?hypothèse de l?atomicité temporelle et structurelle des actions. Le modèle D-LOTOS1, extension temporelle a l?algèbre de processus LOTOS2, intégrant à la fois contraintes temporelles et durées des actions. L?étude exposée dans ce document s?inscrit dans le cadre de la conception de systèmes temps-réel et mobiles, en s?appuyant sur les modèles mobiles, et les méthodes formelles, temps réel. Le modèle proposé (MD-LOTOS)3, représente un langage de programmation directement utilisable il est implémentable de manière répartie, il s?inspire largement de deux modèles (Join-calcul, D-LOTOS).

@article{kadri_fault_2012,
	title = {Fault diagnosis of rotary kiln using {SVM} and binary {ACO}},
	volume = {26},
	issn = {1976-3824},
	url = {https://doi.org/10.1007/s12206-011-1216-z},
	doi = {10.1007/s12206-011-1216-z},
	abstract = {This paper proposes a novel hybrid algorithm for fault diagnosis of rotary kiln based on a binary ant colony (BACO) and support vector machine (SVM). The algorithm can find a subset selection which is attained through the elimination of the features that produce noise or are strictly correlated with other already selected features. The BACO algorithm can improve classification accuracy with an appropriate feature subset and optimal parameters of SVM. The proposed algorithm is easily implemented and because of use of a simple filter in that, its computational complexity is very low. The performance of the proposed algorithm is evaluated through two real Rotary Cement kiln datasets. The results show that our algorithm outperforms existing algorithms.},
	number = {2},
	journal = {Journal of Mechanical Science and Technology},
	author = {Kadri, Ouahab and Mouss, Leila Hayet and Mouss, Mohamed Djamel},
	year = {2012},
	pages = {601--608},
}

This paper proposes a novel hybrid algorithm for fault diagnosis of rotary kiln based on a binary ant colony (BACO) and support vector machine (SVM). The algorithm can find a subset selection which is attained through the elimination of the features that produce noise or are strictly correlated with other already selected features. The BACO algorithm can improve classification accuracy with an appropriate feature subset and optimal parameters of SVM. The proposed algorithm is easily implemented and because of use of a simple filter in that, its computational complexity is very low. The performance of the proposed algorithm is evaluated through two real Rotary Cement kiln datasets. The results show that our algorithm outperforms existing algorithms.

@article{maarouk_towards_2012,
	title = {Towards a {Calculus} for {Distributed}, {Real}-{Time} and {Mobile} {Systems}},
	volume = {7},
	url = {https://doi.org/10.4304/jsw.7.3.564-574},
	doi = {10.4304/jsw.7.3.564-574},
	number = {3},
	journal = {JSW},
	author = {Maarouk, Toufik Messaoud and Saïdouni, Djamel-Eddine and Khergag, Mohamed},
	year = {2012},
	pages = {564--574},
}

@inproceedings{merah_caml_2009,
	title = {Un {Caml} {Light} {Distribué}},
	url = {http://ceur-ws.org/Vol-547/115.pdf},
	booktitle = {Proceedings of the 2nd {Conférence} {Internationale} sur l'{Informatique} et ses {Applications} ({CIIA}'09), {Saida}, {Algeria}, {May} 3-4, 2009},
	author = {Merah, Elkamel and Chaoui, Allaoua},
	year = {2009},
}