2022 · Vol. 41

6 issues

No. 1

20 articles · pp. 1–396 →

Guest Editorial: Special Issue on Data Science Approaches and Applications Nafaa Jabeur, Ansar Yasar, Yehya Mohamad et al. pp. 1–11 https://doi.org/10.31577/cai_2022_1_1 Using Machine Learning for Intrusion Detection Systems Quang-Vinh Dang pp. 12–33 https://doi.org/10.31577/cai_2022_1_12 Review of Smart Contracts for Cloud-Based Manufacturing Ahmad Hassan Afridi pp. 34–55 https://doi.org/10.31577/cai_2022_1_34 Topic Extraction in Social Networks Chaima Messaoudi, Zahia Guessoum, Lotfi BenRomdhane pp. 56–77 https://doi.org/10.31577/cai_2022_1_56 Semantic Segmentation of Text Using Deep Learning Tiziano Lattisi, Davide Farina, Marco Ronchetti pp. 78–97 https://doi.org/10.31577/cai_2022_1_78 Reducing the Effect of Imbalance in Text Classification Using SVD and GloVe with Ensemble and Deep Learning Tajbia Hossain, Humaira Zahin Mauni, Raqeebir Rab pp. 98–115 https://doi.org/10.31577/cai_2022_1_98 Fault Diagnosis of Discrete-Event Systems from Abstract Observations Gianfranco Lamperti, Marina Zanella, Xiangfu Zhao pp. 116–134 https://doi.org/10.31577/cai_2022_1_116 Smart Water Management Using Intelligent Digital Twins Slim Zekri, Nafaa Jabeur, Hana Gharrad pp. 135–153 https://doi.org/10.31577/cai_2022_1_135 Using Machine Learning Techniques to Support the Emergency Department Roeland A. J. J. van Delft, Renata M. de Carvalho pp. 154–171 https://doi.org/10.31577/cai_2022_1_154 Is Transfer Learning Helpful for Neural Combinatorial Optimization Applied to Vehicle Routing Problems? Ali Yaddaden, Sebastien Harispe, Michel Vasquez pp. 172–190 https://doi.org/10.31577/cai_2022_1_172 Practice-Centered Approach to Design Cooperative Healthcare Information Systems: Data, Architectural and Organizational Challenges Rahma Marref, Khuloud Abou Amsha, Myriam Lewkowicz pp. 191–212 https://doi.org/10.31577/cai_2022_1_191 Maturity Model for IoT Adoption in Hospitals Faruk Hasić, Bram Beirens, Estefanía Serral pp. 213–232 https://doi.org/10.31577/cai_2022_1_213 How to Overcome Lack of Health Record Data and Privacy Obstacles in Initial Phases of Medical Data Analysis Projects Yehya Mohamad, Alexander Gabber, Sonja Heidenblut et al. pp. 233–252 https://doi.org/10.31577/cai_2022_1_233 Brain Tumor Detection Using Selective Search and Pulse-Coupled Neural Network Feature Extraction Brad Niepceron, Filippo Grassia, Ahmed Nait Sidi Moh pp. 253–270 https://doi.org/10.31577/cai_2022_1_253 Automating the Dataset Generation and Annotation for a Deep Learning Based Robot Trajectory Adjustment Application for Welding Processes in the Automotive Industry Mohamed Slim Werda, Theodor Al Saify, Khalid Kouiss et al. pp. 271–287 https://doi.org/10.31577/cai_2022_1_271 Home Health Care Scheduling Problem Under Uncertainty: Robust Optimization Approaches Adnen El-Amraoui, Slim Harbi, Ahmed Nait Sidi Moh pp. 288–308 https://doi.org/10.31577/cai_2022_1_288 Proposal of Critical Success Factors for eHealth Services Deployment Luis E. Mendoza, Lornel Rivas, Cristhian Ganvini pp. 309–329 https://doi.org/10.31577/cai_2022_1_309 Boosted Performance, Quick Response, and Better QoS Using IoT Plus Omar Mohammad, Zahra Yousef, Mirna Atieh et al. pp. 330–356 https://doi.org/10.31577/cai_2022_1_330 Portability of Interfaces in Healthcare EAI Environments Severin Linecker, Wolfram Wöß pp. 357–375 https://doi.org/10.31577/cai_2022_1_357 Agent-Based Approach for Connected Vehicles and Smart Road Signs Collaboration Mayssa Hamdani, Nabil Sahli, Nafaa Jabeur et al. pp. 376–396 https://doi.org/10.31577/cai_2022_1_376

No. 2

14 articles · pp. 397–664 →

Guest Editorial: Special Issue on Intelligent Systems and Solutions Nafaa Jabeur, Ansar Yasar, Ahmed Nait Sidi Moh pp. 397–404 https://doi.org/10.31577/cai_2022_2_397 Smart Cities Security Threat Landscape: A Review Raja Waseem Anwar, Saqib Ali pp. 405–423 https://doi.org/10.31577/cai_2022_2_405 Secure and Efficient Blockchain Scheme for the Internet of Bikes Bacem Mbarek, Tomáš Pitner pp. 424–442 https://doi.org/10.31577/cai_2022_2_424 Business Process Analysis and Simulation: An Industrial Application Ilaria Angela Amantea, Emilio Sulis, Antonio Di Leva et al. pp. 443–462 https://doi.org/10.31577/cai_2022_2_443 Early Warning Signals in Open Source Intelligence: Two Use Cases of the 2019 Iraqi and 2020 Indian Farmers' Protests Étienne Voutaz, Albert Blarer pp. 463–478 https://doi.org/10.31577/cai_2022_2_463 A Framework for Self-Inspection Buildings Based on Augmented Reality Agents Fatma Outay, Nafaa Jabeur, Hedi Haddad et al. pp. 479–502 https://doi.org/10.31577/cai_2022_2_479 Multicriteria Decision Making Approach to Support Adoption of Connected and Autonomous Vehicles Siham Farrag, Nabil Sahli, Ansar Yasar et al. pp. 503–526 https://doi.org/10.31577/cai_2022_2_503 New Cyber Physical System Architecture for the Management of Driving Behavior Within the Context of Connected Vehicles Khalid Ali Sulaiyam Al Abri, Nafaa Jabeur, Ansar Yasar et al. pp. 527–549 https://doi.org/10.31577/cai_2022_2_527 A Connected Mobility Scheme for Taxi Supply-Demand Balancing in a Smart City Context Hedi Haddad, Zied Bouyahia, Leila Horchani et al. pp. 550–570 https://doi.org/10.31577/cai_2022_2_550 Analyzing Terrific Traffic in Urban Areas: A Small Step Towards Bringing Order into City Roads Sakhawat Hossain, Mosaddekul Islam, Ashikur Rahman pp. 571–589 https://doi.org/10.31577/cai_2022_2_571 Modular Design and Adaptive Control of Urban Signalized Intersections Systems Using Synchronized Timed Petri Nets Hajar Lamghari Elidrissi, Ahmed Nait Sidi Moh, Abdelouahed Tajer pp. 590–608 https://doi.org/10.31577/cai_2022_2_590 Towards a Network of Dynamic Message Signs for Congestion Alerting Nabil Sahli, Wassim Trojet, Zhehan Zhang et al. pp. 609–626 https://doi.org/10.31577/cai_2022_2_609 VR Scenarios to Treat Mental Health Leonel Deusdado, Elisabete Freitas, Carlos Coelho et al. pp. 627–645 https://doi.org/10.31577/cai_2022_2_627 SingTRACeX: Navigation System to Address Wandering Behavior for Elders and Their Caregivers Wei Jie Teo, Seanglidet Yean, Bo Zhi Lim et al. pp. 646–664 https://doi.org/10.31577/cai_2022_2_646

No. 3

10 articles · pp. 665–904 →

GTA-IDS: Game Theoretic Approach to Enhance IDS Detection in Cloud Environment Komal Singh Gill, Sharad Saxena, Anju Sharma pp. 665–688 https://doi.org/10.31577/cai_2022_3_665 A Novel Data Analytic Model for Mining User Insurance Demands from Microblogs Chun Yan, Lu Liu, Wei Liu et al. pp. 689–713 https://doi.org/10.31577/cai_2022_3_689 Seabed Sediment Classification for Sonar Images Based on Deep Learning Yuhong Shi, Mo Chen, Chunlong Yao et al. pp. 714–738 https://doi.org/10.31577/cai_2022_3_714 Intelligent Annotation Algorithm Based on Deep-Sea Macrobenthic Images Qihang Wu, Yong Liu, Jianyi Zhang et al. pp. 739–756 https://doi.org/10.31577/cai_2022_3_739 New Strategy Based on RBF Network to Develop a Collaborative Filtering Recommender System Maryam Mohammadi, Somaye Arabi Naree, Mohammad-Ali Naseri pp. 757–787 https://doi.org/10.31577/cai_2022_3_757 Danmaku Text Clustering Algorithm Based on Feature Extension and Word-Pair Filtering OBTM Di Wu, Zhuyun Huang pp. 788–812 https://doi.org/10.31577/cai_2022_3_788 UML4NoSQL: A Novel Approach for Modeling NoSQL Document-Oriented Databases Based on UML Mohammed ElHabib Maicha, Youcef Ouinten, Benameur Ziani pp. 813–833 https://doi.org/10.31577/cai_2022_3_813 Context-Aware Music Recommendation with Metadata Awareness and Recurrent Neural Networks Igor André Pegoraro Santana, Marcos Aurélio Domingues pp. 834–860 https://doi.org/10.31577/cai_2022_3_834 Regression Analysis and Modeling of Local Environmental Pollution Levels for the Electric Power Industry Needs Peter Krammer, Marcel Kvassay, Radoslav Forgáč et al. pp. 861–884 https://doi.org/10.31577/cai_2022_3_861 Prediction of Significant Wave Height Based on Gated Recurrent Unit and Sequence-to-Sequence Networks in the Taiwan Strait Yindong Zeng, Jinshan Ma, Xinping Chen et al. pp. 885–904 https://doi.org/10.31577/cai_2022_3_885

No. 4

10 articles · pp. 905–1156 →

Novel Architecture for Human Re-Identification with a Two-Stream Neural Network and Attention Mechanism Babak Rahi, Man Qi pp. 905–930 https://doi.org/10.31577/cai_2022_4_905 The Performance Analysis of the Thermal Discrete Element Method Computations on the GPU Ruslan Pacevič, Arnas Kačeniauskas pp. 931–956 https://doi.org/10.31577/cai_2022_4_931 Canny Edge Detection Analysis Based on Parallel Algorithm, Constructed Complexity Scale and CUDA Lesia I. Mochurad pp. 957–980 https://doi.org/10.31577/cai_2022_4_957 New Hybrid Data Preprocessing Technique for Highly Imbalanced Dataset Esraa Faisal Malik, Khai Wah Khaw, XinYing Chew pp. 981–1001 https://doi.org/10.31577/cai_2022_4_981 Scaling Subgraph Matching by Improving Ullmann Algorithm Karam Gouda, Gyöngyi Bujdosó, Mosab Hassaan pp. 1002–1024 https://doi.org/10.31577/cai_2022_4_1002 Guard-Function-Constraint-Based Refinement Method to Generate Dynamic Behaviors of Workflow Net with Table Jian Song, Dongming Xiang, Guanjun Liu et al. pp. 1025–1053 https://doi.org/10.31577/cai_2022_4_1025 Repairing Process Models with Non-Free-Choice Constructs Based on Token Replay Erjing Bai, Man Qi, Wenjing Luan et al. pp. 1054–1077 https://doi.org/10.31577/cai_2022_4_1054 Research on UBI Auto Insurance Pricing Model Based on Parameter Adaptive SAPSO Optimal Fuzzy Controller Xindong Wang, Wei Liu, Zhaochuang Ou et al. pp. 1078–1113 https://doi.org/10.31577/cai_2022_4_1078 Artificial Intelligence (AI) Model: Adaptive Neuro-Fuzzy Inference System (ANFIS) for Diagnosis of COVID-19 Influenza Jithendra Thandra, S. Sharief Basha pp. 1114–1135 https://doi.org/10.31577/cai_2022_4_1114 Accurate Analysis of the Spatial Pattern of Reflected Light and Surface Orientations Based on Color Illumination Muhammed Kotan, Cemil Öz, Mehmet Recep Bozkurt pp. 1136–1156 https://doi.org/10.31577/cai_2022_4_1136

No. 5

10 articles · pp. 1157–1400 →

PSO-CALBA: Particle Swarm Optimization Based Content-Aware Load Balancing Algorithm in Cloud Computing Environment Muhammad Adil, Said Nabi, Summair Raza pp. 1157–1185 https://doi.org/10.31577/cai_2022_5_1157 Risk Assessment Method of Cloud Environment Martin Zbořil pp. 1186–1206 https://doi.org/10.31577/cai_2022_5_1186 Internet of Thing Based Confidential Healthcare Data Storage, Access Control and Monitoring Using Blockchain Technique Muruganandam Sumathi, Natarajan Vijayaraj, Soosaimarian Peter Raj Raja et al. pp. 1207–1239 https://doi.org/10.31577/cai_2022_5_1207 General Deep Multinomial Logit Model Peng Su, Yuan Liu, Lingyun Zhao pp. 1240–1259 https://doi.org/10.31577/cai_2022_5_1240 Incremental Learning Method for Data with Delayed Labels Haoran Gao, Zhijun Ding, Meiqin Pan pp. 1260–1283 https://doi.org/10.31577/cai_2022_5_1260 A Graph Transformation Approach for Modeling and Verification of UML 2.0 Sequence Diagrams Houda Hamrouche, Allaoua Chaoui, Smaine Mazouzi pp. 1284–1309 https://doi.org/10.31577/cai_2022_5_1284 Synthesis of Liveness-Enforcing Petri Net Supervisors Based on a Think-Globally-Act-Łocally Approach and a Structurally Minimal Method for Flexible Manufacturing Systems Chengzong Li, Yongyao Li, Yufeng Chen et al. pp. 1310–1336 https://doi.org/10.31577/cai_2022_5_1310 Character and Word Embeddings for Phishing Email Detection Nikola Stevanović pp. 1337–1357 https://doi.org/10.31577/cai_2022_5_1337 Privacy Issue: From Static to Dynamic Online Social Networks Mafaz Alanezi, Basim Mahmood pp. 1358–1382 https://doi.org/10.31577/cai_2022_5_1358 RGN-Net: A Global Contextual and Multiscale Information Association Network for Medical Image Segmentation Zhixin Zhang, Shuhao Jiang, Xuhua Pan pp. 1383–1400 https://doi.org/10.31577/cai_2022_5_1383

No. 6

10 articles · pp. 1401–1647 →

BVFB: Training Behavior Verification Mechanism for Secure Blockchain-Based Federated Learning Zhaohui Zhang, Jiawei Hu, Lina Ma et al. pp. 1401–1424 https://doi.org/10.31577/cai_2022_6_1401 Load Balancing for Resource Optimization in Internet of Things (IoT) Systems Dorcas Dachollom Datiri, Maozhen Li pp. 1425–1445 https://doi.org/10.31577/cai_2022_6_1425 PointVotes: A Deep Learing Point Cloud Model for Tire Bubble Defect Detection Hualin Yang, Yuanzheng Jiang, Wenxue Nie et al. pp. 1446–1464 https://doi.org/10.31577/cai_2022_6_1446 Temperature Matrix-Based Data Placement Optimization in Edge Computing Environment Pengwei Wang, Yuying Zhao, Hengdi Huang et al. pp. 1465–1490 https://doi.org/10.31577/cai_2022_6_1465 Dynamic Network Representation Learning Method Based on Improved GRU Network Jianguo Pan, Huan Li, Jiajun Teng et al. pp. 1491–1509 https://doi.org/10.31577/cai_2022_6_1491 Implementation of a Social Network Information Dissemination Model Incorporating Negative Relationships Meizi Li, Xue Li, Ya Zhang et al. pp. 1510–1540 https://doi.org/10.31577/cai_2022_6_1510 Exposing AI Generated Deepfake Images Using Siamese Network with Triplet Loss Sidra Kanwal, Samabia Tehsin, Shahela Saif pp. 1541–1562 https://doi.org/10.31577/cai_2022_6_1541 Representation Learning Method of Graph Convolutional Network Based on Structure Enhancement Ningchen Fu, Qin Zhao, Yaru Miao et al. pp. 1563–1588 https://doi.org/10.31577/cai_2022_6_1563 Computational Intelligent Models for Alzheimer's Prediction Using Audio Transcript Data Yusera Farooq Khan, Baijnath Kaushik, Bilal Ahmed Mir pp. 1589–1624 https://doi.org/10.31577/cai_2022_6_1589 Research on Event Extraction Model Based on Semantic Features of Chinese Words Shaowu Zhu, Haichun Sun, Hanying Jian pp. 1625–1647 https://doi.org/10.31577/cai_2022_6_1625