Artificial Intelligence, Data Science and Applications : ICAISE'2023, Volume 1

• Autore: Farhaoui Yousef
• Pubblicazione: Cham : , : Springer, , 2024; ©2024
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (590 pages)
• Disciplina: 006.3
• Altri autori: HussainAmir SabaTanzila TaherdoostHamed VermaAnshul
• Nota di contenuto: Intro -- Preface -- Organisation -- Introduction -- Contents -- Sustainability in Internet of Things: Insights and Scope -- 1 Introduction -- 2 Research Methodology -- 2.1 Assembling -- 2.2 Arranging -- 2.3 Assessing -- 3 Results and Discussion -- 3.1 RO1. To Quantify the Trends of Publication for Sustainability in IoT -- 3.2 RO2. To Identify Most Influential Research Source on Sustainability in IoT -- 4 Scope and Limitation of Study -- 5 Conclusion -- References -- Machine Learning in Finance Case of Credit Scoring -- 1 Introduction -- 2 Objectif -- 3 Methodology -- 4 Credit Scoring -- 4.1 Definition -- 4.2 Principle -- 5 Statistical Method: Logistic Regression -- 6 Machine Learning Methods -- 6.1 Definition: Machine Learning -- 6.2 Support Vector Machine (SVMs) -- 6.3 Decision Trees -- 6.4 AdaBoost Classifier -- 6.5 Random Forest Classifier -- 6.6 XGBoost -- 7 Case Study -- 7.1 Presentation of the Database -- 7.2 Ratios Used -- 7.3 Definition of the Parameters -- 7.4 Discussion -- References -- Prediction of Coefficient of Friction and Wear Rate of Stellite 6 Coatings Manufactured by LMD Using Machine Learning -- 1 Introduction -- 2 State of the Art -- 3 Materials and Methods -- 3.1 Intelligent Algorithms -- 3.2 Metrics -- 4 Results and Discussion -- 4.1 Feature Importance -- 4.2 Training Results -- 5 Conclusions -- References -- Predicting Future Sales: A Machine Learning Algorithm Showdown -- 1 Introduction -- 2 Methodology -- 2.1 Data Description and Visualization -- 2.2 Exploratory Data Analysis -- 2.3 Determination of Stationarity -- 2.4 Lags Observing -- 2.5 Data Set Regressive Modeling -- 3 Model Comparison and Results -- 4 Conclusion and Outlook -- References -- A Detailed Study on the Game of Life -- 1 Introduction -- 2 Background -- 3 Proposed Method -- 3.1 Detailed Algorithm Analysis. ; 3.2 Implementation of the Algorithmic Approaches in the PASCAL Programming Language -- 4 Presentation of Data and Outcomes -- 5 Conclusions and Future Work -- References -- A Decision-Making Model for Selecting Solutions and Improvement Actions Using Fuzzy Logic -- 1 Introduction -- 2 Proposed Model -- 2.1 Action Relevance Estimation -- 2.2 Indicators Definition -- 2.3 Modeling of Indicators -- 2.4 Fuzzy Inference -- 2.5 Defuzzification -- 3 Conclusion -- References -- Sensored Brushless DC Motor Control Based on an Artificial Neural Network Controller -- 1 Introduction -- 2 Materials and Methods -- 2.1 BLDC Motor System -- 2.2 Overview and Use of Controllers -- 3 Results and Discussions -- 4 Conclusions -- References -- A Machine Learning Based Approach to Analyze the Relationship Between Process Variables and Process Alarms -- 1 Introduction -- 2 Background -- 3 Related Work -- 4 Problem Statement -- 5 Preliminaries -- 5.1 Process Variables and Alarm Tags -- 5.2 Notions of Alarm and Process Variables -- 5.3 Experimental Environment and Dataset -- 5.4 Machine Learning and Algorithms Used -- 6 Methodology -- 6.1 Overall Learning Process -- 6.2 Pre-processing -- 6.3 Merging Process Tag Data and Alarm Data -- 6.4 Train Machine Learning Model -- 6.5 Generate Feature Importance -- 7 Experiments and Results -- 7.1 Analysis of the Process Data and Alarm Data -- 7.2 Deriving the Relationship Between Alarm and Process Tags -- 7.3 Performance Evaluation of the Machine Learning Algorithms -- 8 Summary and Future Work -- References -- Improving the Resolution of Images Using Super-Resolution Generative Adversarial Networks -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Improved Model Structure -- 4 Experimental -- 4.1 Evaluation Metrics -- 5 Result -- 5.1 Qualitative Evaluation -- 5.2 Quantitative Evaluation -- 6 Conclusion and Future Work. ; References -- Three Levels of Security Including Scrambling, Encryption and Embedding Data as Row in Cover Image with DNA Reference Sequence -- 1 Introduction -- 2 Related Work -- 3 Proposed System -- 4 Discussion and Results -- 5 Conclusion -- References -- Acceptance and Barriers of ICT Integration in Language Learning: In the Context of Teacher Aspirants from a Third World Country -- 1 Introduction -- 2 Methodology -- 2.1 Research Design -- 2.2 Respondents -- 2.3 Instrument -- 2.4 Data Gathering Procedure -- 2.5 Data Analysis Technique -- 3 Results and Discussion -- 4 Conclusion -- References -- Detection of Pesticide Responsible of Intoxication: An Artificial Intelligence Based Method -- 1 Introduction -- 2 Sate of Art -- 3 The Proposed Method -- 3.1 Database Description -- 3.2 Machine Learning Algorithms -- 4 Result and Discussion -- 5 Conclusion -- References -- A Literature Review of Tutoring Systems: Pedagogical Approach and Tools -- 1 Introduction and Background -- 2 Programmed Learning -- 2.1 Definition of Programmed Learning -- 2.2 Principles of Programmed Learning -- 2.3 Branch Programming by Crowder -- 3 Intelligent Tutors -- 3.1 Intelligent Tutoring System: Definition and Architecture -- 3.2 Example of intelligent Tutoring Systems -- 4 Conclusion -- References -- IoT in Agriculture: Security Challenges and Solutions -- 1 Introduction -- 2 Literature Review and Discussion -- 3 IoT-Based Agriculture Threats -- 4 The Proposed Hybrid Metamodel for Smart Agriculture -- 5 Conclusion and Future Works -- References -- Big Data Analytics in Business Process: Insights and Implications -- 1 Introduction -- 2 Research Methodology -- 3 Results and Discussion -- 4 Scope and Limitation of Study -- 5 Conclusion -- References. ; Chatbots for Medical Students Exploring Medical Students' Attitudes and Concerns Towards Artificial Intelligence and Medical Chatbots -- 1 Introduction -- 2 Methods -- 3 Results -- 3.1 Socio-demographic Characteristics -- 3.2 Attitudes of Medical Student Toward Intelligent Chatbots in Medicine -- 3.3 Potential Applications of AI in Medicine Perceived by Medical Student -- 3.4 Medical Students Concerned About the Use of AI in Clinical Practice -- 4 Discussion -- 5 Conclusion -- References -- Design and Analysis of the Rectangular Microstrip Patch for 5G Application -- 1 Introduction -- 2 Design Parameters for Rectangular Patch Antenna -- 3 Results and Discussions -- 3.1 Return Loss -- 3.2 Voltage Standing Wave Ratio (VSWR) -- 3.3 Bandwidth -- 3.4 3D Radiation Pattern for Gain and Directivity -- 4 Conclusion -- References -- Reading in the 21st Century: Digital Reading Habit of Prospective Elementary Language Teachers -- 1 Introduction -- 2 Methodology -- 2.1 Research Design -- 2.2 Respondents -- 2.3 Research Instrument -- 2.4 Data Gathering Procedure -- 2.5 Data Analysis Technique -- 2.6 Ethical Consideration -- 3 Results and Discussion -- 4 Conclusion and Implications -- References -- Understanding and Designing Turing Machines with Applications to Computing -- 1 Introduction -- 2 Computational Steps -- 3 Turing Machines-Background -- 3.1 Conceptualizing Turing Machines -- 3.2 Result After Running a Command -- 4 Basic Concepts of the Theory of Algorithms with the Help of Turing Machines -- 5 Examples of Turing Machines -- 6 Conclusions and Future Work -- References -- How Can Cloud BI Contribute to the Development of the Economy of SMEs? Morocco as Model -- 1 Introduction -- 2 State of the Art -- 2.1 Cloud Computing -- 2.2 Business Intelligence -- 2.3 Cloud BI -- 3 Morocco, SMEs and Cloud BI -- 3.1 Important Stats and Discussions. ; 3.2 Benefits of Cloud BI in SMEs -- 3.3 SMEs Concerns About Using Cloud BI -- 4 Proposed Framework -- 4.1 Homomorphic Encryption -- 5 Conclusion and Perspectives -- References -- Deep Learning for Dynamic Content Adaptation: Enhancing User Engagement in E-commerce -- 1 Introduction -- 2 Methodology -- 2.1 Data Collection and Preprocessing -- 2.2 Deep Learning Model for Dynamic Content Adaptation -- 2.3 Model Training -- 2.4 Model Evaluation -- 3 Results and Discussion -- 4 Conclusion -- References -- PID Versus Fuzzy Logic Controller Speed Control Comparison of DC Motor Using QUANSER QNET 2.0 -- 1 Introduction -- 2 Materials and Methods -- 2.1 DC Motor Material -- 2.2 PID Controller Method -- 2.3 Fuzzy Logic Controller Method -- 3 Simulation and Experimental Results -- 3.1 Simulation Results -- 3.2 Experimental Results -- 4 Conclusion -- References -- Unleashing Collective Intelligence for Innovation: A Literature Review -- 1 Introduction -- 2 Research Methodology -- 3 Results -- 4 Analysis -- 5 Conclusion -- References -- Which Data Quality Model for Recommender Systems? -- 1 Introduction -- 2 Data Quality -- 3 Data Quality Dimension -- 4 Data Quality Models -- 5 Comparison and Discussion -- 6 Conclusion and Future Works -- References -- Logistics Blockchain: Value-Creating Technology for the Port of Casablanca's Container Terminal -- 1 Introduction -- 1.1 The Study Context -- 1.2 Interest and Challenge of the Study -- 1.3 Approach and Research Methodology -- 2 Findings of the Digitization of the NPA on the Performance of the Port Container Terminals (PCTs) Process -- 3 Blockchain Logistics: An Opportunity to Achieve Desired Goals in PTC -- 4 Conclusion -- References -- Using Artificial Intelligence (AI) Methods on the Internet of Vehicles (IoV): Overview and Future Opportunities -- 1 Introduction -- 2 IoV and AI Methods Overview. ; 2.1 IoV Architecture.
• Titolo autorizzato: Artificial Intelligence, Data Science and Applications
• ISBN: 3-031-48465-7
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910842295803321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Networks and Systems Series