@article {6522,
	title = {Cybersecurity issues in wireless sensor networks: current challenges and solutions},
	journal = {Wireless Personal Communications},
	volume = {117},
	number = {1},
	year = {2021},
	pages = {177-213},
	publisher = {Springer},
	isbn = {1572-834X},
	author = {Djallel Eddine Boubiche and Samir Athmani and Sabrina Boubiche and Homero Toral-Cruz}
}
@proceedings {6542,
	title = {Discrete Large-scale Multi-Objective Teaching-Learning-Based Optimization Algorithm},
	journal = {Proceedings of the 4th International Conference on Networking, Information Systems \& Security},
	year = {2021},
	pages = {1-6},
	author = {Aouadj, Wafa and Abdessemed, Mohamed Rida and Rachid Seghir}
}
@article {6520,
	title = {An Efficient Approach for Big Data Aggregation Mechanism in Heterogeneous Wireless Connected Sensor Networks},
	journal = {Wireless Personal Communications},
	volume = {118},
	number = {2},
	year = {2021},
	pages = {1405-1437},
	publisher = {Springer},
	isbn = {1572-834X},
	author = {Sabrina Boubiche and Azeddine Bilami and Djallel Eddine Boubiche}
}
@proceedings {6547,
	title = {Fine-tuned Xception for Image Classification on Tiny ImageNet},
	journal = {2021 International Conference on Artificial Intelligence for Cyber Security Systems and Privacy (AI-CSP)},
	year = {2021},
	pages = {1-4},
	publisher = {IEEE},
	isbn = {1665467142},
	author = {Benbrahim, Hayet and Ali Behloul}
}
@article {6518,
	title = {A framework for spectrum harvesting in heterogeneous wireless networks integration},
	journal = {Journal of King Saud University-Computer and Information Sciences},
	volume = {33},
	number = {3},
	year = {2021},
	pages = {281-290},
	publisher = {Elsevier},
	isbn = {1319-1578},
	author = {Samir Gourdache and Azeddine Bilami and Kamel Barka}
}
@article {6519,
	title = {Heuristically accelerated reinforcement learning for channel assignment in wireless sensor networks},
	journal = {International Journal of Sensor Networks},
	volume = {37},
	number = {3},
	year = {2021},
	pages = {159-170},
	publisher = {Inderscience Publishers (IEL)},
	isbn = {1748-1279},
	author = {Sahraoui, Mohamed and Azeddine Bilami and Taleb-Ahmed, Abdelmalik}
}
@article {6534,
	title = {An Incremental Model Projection Applied to Streamline Software Architecture Assessment and Monitoring},
	journal = {International Journal of Information System Modeling and Design (IJISMD)},
	volume = {12},
	number = {3},
	year = {2021},
	pages = {27-43},
	publisher = {IGI Global},
	author = {Kadri, Salim and Aouag, Sofiane and Djalal Hedjazi}
}
@article {6521,
	title = {Industrial IoT middleware using a multi-agent system for consistency-based diagnostic in cement factory},
	journal = {International Journal of Autonomous and Adaptive Communications Systems},
	volume = {14},
	number = {3},
	year = {2021},
	pages = {291-310},
	publisher = {Inderscience Publishers (IEL)},
	isbn = {1754-8632},
	author = {Ayoub Benayache and Azeddine Bilami and Benaggoune, Khaled and Hayet Mouss}
}
@article {6533,
	title = {MS-QuAAF: A generic evaluation framework for monitoring software architecture quality},
	journal = {Information and Software Technology},
	volume = {140},
	year = {2021},
	pages = {106713},
	publisher = {Elsevier},
	isbn = {0950-5849},
	author = {Kadri, Salim and Aouag, Sofiane and Djalal Hedjazi}
}
@article {6545,
	title = {A parallel content-based image retrieval system using spark and tachyon frameworks},
	journal = {Journal of King Saud University-Computer and Information Sciences},
	volume = {33},
	number = {2},
	year = {2021},
	pages = {141-149},
	publisher = {Elsevier},
	isbn = {1319-1578},
	author = {Saliha Mezzoudj and Ali Behloul and Rachid Seghir and Yassmina Saadna}
}
@article {6526,
	title = {A policy-based solution for the detection of colluding GPS-Spoofing attacks in FANETs},
	journal = {Transportation Research Part A: Policy and Practice},
	volume = {149},
	year = {2021},
	pages = {300-318},
	publisher = {Elsevier},
	isbn = {0965-8564},
	author = {Bada, Mousaab and Djallel Eddine Boubiche and Lagraa, Nasreddine and Kerrache, Chaker Abdelaziz and Muhammad Imran and Muhammad Shoaib}
}
@proceedings {6550,
	title = {A Privacy-Preserving Authentication Model Based on Anonymous Certificates in IoT},
	journal = {2021 Wireless Days (WD)},
	year = {2021},
	pages = {1-6},
	publisher = {IEEE},
	isbn = {1665425598},
	author = {Khaled Hamouid and Omar, Mawloud and Kamel Adi}
}
@inbook {6549,
	title = {Robust and Accurate Method for Textual Information Extraction Over Video Frames},
	booktitle = {Advances on Smart and Soft Computing},
	year = {2021},
	pages = {119-129},
	publisher = {Springer},
	organization = {Springer},
	author = {Belkacem, Soundes and Larbi Guezouli}
}
@article {6523,
	title = {Securing human-to-thing interactions in the Internet of Things with asymmetric and selective mechanism},
	journal = {Security and Privacy},
	volume = {4},
	number = {5},
	year = {2021},
	pages = {e38},
	publisher = {Wiley Online Library},
	isbn = {2475-6725},
	author = {Somia Sahraoui and Azeddine Bilami}
}
@article {6546,
	title = {A set of statistical radial binary patterns for tree species identification based on bark images},
	journal = {Multimedia Tools and Applications},
	volume = {80},
	number = {15},
	year = {2021},
	pages = {22373-22404},
	publisher = {Springer},
	isbn = {1573-7721},
	author = {Boudra, Safia and Yahiaoui, Itheri and Ali Behloul}
}
@proceedings {6532,
	title = {Towards a non monotonic agent testing},
	journal = {2021 IEEE/ACS 18th International Conference on Computer Systems and Applications (AICCSA)},
	year = {2021},
	pages = {1-8},
	publisher = {IEEE},
	isbn = {166540969X},
	author = {Douha, Djamel and Mokhtari, Aicha and Guessoum, Zahia and Mandiau, Ren{\'e}}
}
@proceedings {6531,
	title = {Towards a non monotonic agent testing, reasoning about messages and behavior},
	journal = {8th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2021},
	year = {2021},
	author = {Douha, Djamel and Mokhtari, Aicha and Guessoum, Zahia}
}
@article {3997,
	title = {A parallel content-based image retrieval system using spark and tachyon frameworks},
	journal = {Journal of King Saud University - Computer and Information Sciences},
	year = {2021},
	abstract = {
	With the huge increase of large-scale multimedia over Internet, especially images, building Content-Based Image Retrieval (CBIR) systems for large-scale images has become a big challenge. One of the drawbacks associated with CBIR is the very long execution time. In this article, we propose a fast Content-Based Image Retrieval system using Spark (CBIR-S) targeting large-scale images. Our system is composed of two steps.\&nbsp;(i) image indexation step, in which we use\&nbsp;MapReduce\&nbsp;distributed model on Spark in order to speed up the indexation process. We also use a memory-centric\&nbsp;distributed storage system, called Tachyon, to enhance the write operation\&nbsp;(ii) image retrieving step\&nbsp;which we speed up by using a parallel k-Nearest Neighbors (k-NN) search method based on\&nbsp;MapReduce model\&nbsp;implemented under\&nbsp;Apache Spark, in addition to exploiting the cache method of spark framework. We have showed, through a wide set of experiments, the effectiveness of our approach in terms of processing time.

},
	author = {Saliha Mezzoudj and Ali Behloul and Rachid Seghir and Yassmina Saadna}
}
