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Computational Intelligence in Healthcare
| Computational Intelligence in Healthcare |
| Autore | Castellano Giovanna |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (226 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
sEMG
deep learning neural networks gait phase classification everyday walking convolutional neural network CRISPR leukemia nucleus image segmentation soft covering rough set clustering machine learning algorithm soft computing multistage support vector machine model multiple imputation by chained equations SVM-based recursive feature elimination unipolar depression diabetic retinopathy (DR) pre-trained deep ConvNet uni-modal deep features multi-modal deep features transfer learning 1D pooling cross pooling IMU gait analysis long-term monitoring multi-unit multi-sensor time synchronization Internet of Medical Things body area network MIMU early detection sepsis evaluation metrics machine learning medical informatics feature extraction physionet challenge electrocardiogram Premature ventricular contraction sparse autoencoder unsupervised learning Softmax regression medical diagnosis artificial neural network e-health Tri-Fog Health System fault data elimination health status prediction health status detection health off diffusion tensor imaging ensemble learning decision support systems healthcare computational intelligence Alzheimer's disease fuzzy inference systems genetic algorithms next-generation sequencing ovarian cancer interpretable models |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910674044803321 |
Castellano Giovanna
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Enabling technologies for effective planning and management in sustainable smart cities / / Mohd Abdul Ahad, Gabriella Casalino, and Bharat Bhushan, editors
| Enabling technologies for effective planning and management in sustainable smart cities / / Mohd Abdul Ahad, Gabriella Casalino, and Bharat Bhushan, editors |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] |
| Descrizione fisica | 1 online resource (409 pages) |
| Disciplina | 307.760285 |
| Soggetto topico |
City planning - Data processing
Smart cities |
| ISBN | 3-031-22922-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Challenges and Opportunities in Secure Smart Cities for Enhancing the Security and Privacy -- 2. Reliability and Security of Edge Computing Devices for Smart Cities -- 3. Artificial Intelligence in Smart City- Systematic Literature review of Current Knowledge and Future Research Avenues -- 4. Predictive Farmland Optimization and Crop Monitoring using Artificial Intelligence Techniques -- 5. Natural Language Processing (NLP) based Innovations for Smart Healthcare Applications in Healthcare 4.0 -- 6. Evolving of Smart Banking with NLP and Deep Learning -- 7. Blockchain based Smart Card for Smart City -- 8. Blockchain-powered Smart E-healthcare System: Benefits, Use cases, and Future Research Directions -- 9. A Comprehensive Review of Wireless Medical Biosensor Networks in Connected Healthcare Applications -- 10. Smart Intelligent System for Cervix Cancer Image Classification using Google Cloud Platform -- 11. IoT and An Intelligent Cloud-Based Framework to Build a Smart City Traffic Management System -- 12. Emersion and Immersion of Technology in the development of smart cities: A bibliometric Analysis -- 13. Examining social media, citizen engagement and risk communication: A smart city perspective -- 14. 5G and 6G Technologies for Smart City -- 15. Software defined virtual clustering based content distribution mechanism in VNDN -- 16. Sustainable Energy Usage in Urban and Rural Context-A Study. |
| Record Nr. | UNINA-9910678254803321 |
| Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Enabling technologies for effective planning and management in sustainable smart cities / / Mohd Abdul Ahad, Gabriella Casalino, and Bharat Bhushan, editors
| Enabling technologies for effective planning and management in sustainable smart cities / / Mohd Abdul Ahad, Gabriella Casalino, and Bharat Bhushan, editors |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] |
| Descrizione fisica | 1 online resource (409 pages) |
| Disciplina | 307.760285 |
| Soggetto topico |
City planning - Data processing
Smart cities |
| ISBN | 3-031-22922-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Challenges and Opportunities in Secure Smart Cities for Enhancing the Security and Privacy -- 2. Reliability and Security of Edge Computing Devices for Smart Cities -- 3. Artificial Intelligence in Smart City- Systematic Literature review of Current Knowledge and Future Research Avenues -- 4. Predictive Farmland Optimization and Crop Monitoring using Artificial Intelligence Techniques -- 5. Natural Language Processing (NLP) based Innovations for Smart Healthcare Applications in Healthcare 4.0 -- 6. Evolving of Smart Banking with NLP and Deep Learning -- 7. Blockchain based Smart Card for Smart City -- 8. Blockchain-powered Smart E-healthcare System: Benefits, Use cases, and Future Research Directions -- 9. A Comprehensive Review of Wireless Medical Biosensor Networks in Connected Healthcare Applications -- 10. Smart Intelligent System for Cervix Cancer Image Classification using Google Cloud Platform -- 11. IoT and An Intelligent Cloud-Based Framework to Build a Smart City Traffic Management System -- 12. Emersion and Immersion of Technology in the development of smart cities: A bibliometric Analysis -- 13. Examining social media, citizen engagement and risk communication: A smart city perspective -- 14. 5G and 6G Technologies for Smart City -- 15. Software defined virtual clustering based content distribution mechanism in VNDN -- 16. Sustainable Energy Usage in Urban and Rural Context-A Study. |
| Record Nr. | UNISA-996547954203316 |
| Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Higher Education Learning Methodologies and Technologies Online [[electronic resource] ] : 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21–23, 2022, Revised Selected Papers / / edited by Giovanni Fulantelli, Daniel Burgos, Gabriella Casalino, Marta Cimitile, Giosuè Lo Bosco, Davide Taibi
| Higher Education Learning Methodologies and Technologies Online [[electronic resource] ] : 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21–23, 2022, Revised Selected Papers / / edited by Giovanni Fulantelli, Daniel Burgos, Gabriella Casalino, Marta Cimitile, Giosuè Lo Bosco, Davide Taibi |
| Autore | Fulantelli Giovanni |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (826 pages) |
| Disciplina | 371.334 |
| Altri autori (Persone) |
BurgosDaniel
CasalinoGabriella CimitileMarta Lo BoscoGiosuè TaibiDavide |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Education—Data processing
Social sciences—Data processing User interfaces (Computer systems) Human-computer interaction Application software Artificial intelligence Computer vision Computers and Education Computer Application in Social and Behavioral Sciences User Interfaces and Human Computer Interaction Computer and Information Systems Applications Artificial Intelligence Computer Vision |
| ISBN |
9783031298004
9783031297991 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | General -- Methodology and Education -- Technology and Digital. |
| Record Nr. | UNISA-996547962503316 |
|
Fulantelli Giovanni
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Higher Education Learning Methodologies and Technologies Online : 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21–23, 2022, Revised Selected Papers / / edited by Giovanni Fulantelli, Daniel Burgos, Gabriella Casalino, Marta Cimitile, Giosuè Lo Bosco, Davide Taibi
| Higher Education Learning Methodologies and Technologies Online : 4th International Conference, HELMeTO 2022, Palermo, Italy, September 21–23, 2022, Revised Selected Papers / / edited by Giovanni Fulantelli, Daniel Burgos, Gabriella Casalino, Marta Cimitile, Giosuè Lo Bosco, Davide Taibi |
| Autore | Fulantelli Giovanni |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (826 pages) |
| Disciplina | 371.334 |
| Altri autori (Persone) |
BurgosDaniel
CasalinoGabriella CimitileMarta Lo BoscoGiosuè TaibiDavide |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Education—Data processing
Social sciences—Data processing User interfaces (Computer systems) Human-computer interaction Application software Artificial intelligence Computer vision Computers and Education Computer Application in Social and Behavioral Sciences User Interfaces and Human Computer Interaction Computer and Information Systems Applications Artificial Intelligence Computer Vision |
| ISBN |
9783031298004
9783031297991 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | General -- Methodology and Education -- Technology and Digital. |
| Record Nr. | UNINA-9910720065803321 |
|
Fulantelli Giovanni
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Higher education learning methodologies and technologies online : third international workshop, HELMeTO 2021, Pisa, Italky, September 9-10, 2021 : revised selected papers / / edited by Gabriella Casalino, [and six others]
| Higher education learning methodologies and technologies online : third international workshop, HELMeTO 2021, Pisa, Italky, September 9-10, 2021 : revised selected papers / / edited by Gabriella Casalino, [and six others] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (385 pages) |
| Disciplina | 378 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico | Education, Higher |
| ISBN | 3-030-96060-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996464551203316 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Higher education learning methodologies and technologies online : third international workshop, HELMeTO 2021, Pisa, Italky, September 9-10, 2021 : revised selected papers / / edited by Gabriella Casalino, [and six others]
| Higher education learning methodologies and technologies online : third international workshop, HELMeTO 2021, Pisa, Italky, September 9-10, 2021 : revised selected papers / / edited by Gabriella Casalino, [and six others] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (385 pages) |
| Disciplina | 378 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico | Education, Higher |
| ISBN | 3-030-96060-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910551831803321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Intelligent Systems Design and Applications : 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 2 / / edited by Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj
| Intelligent Systems Design and Applications : 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 2 / / edited by Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj |
| Autore | Abraham Ajith |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (614 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
PllanaSabri
CasalinoGabriella MaKun BajajAnu |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| Soggetto non controllato | Science |
| ISBN | 3-031-35507-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910728934703321 |
|
Abraham Ajith
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent Systems Design and Applications : 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 4 / / edited by Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj
| Intelligent Systems Design and Applications : 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 4 / / edited by Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj |
| Autore | Abraham Ajith |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (631 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
PllanaSabri
CasalinoGabriella MaKun BajajAnu |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| Soggetto non controllato | Science |
| ISBN | 3-031-35510-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- ISDA 2022-Organization -- Contents -- Machine Learning Approach for Detection of Mental Health -- 1 Introduction -- 2 Literature Review -- 3 Dataset Description -- 4 Proposed Model -- 5 Results and Discussion -- 6 Conclusion and Future Scope -- References -- U-Net as a Tool for Adjusting the Velocity Distributions of Rheomagnetic Fluids -- 1 Introduction -- 2 Theoretical Basics -- 2.1 Physics-Based Loss -- 2.2 Rheomagnetic Fluids -- 3 Simulation Modeling -- 4 Results and Discussion -- 5 Conclusions -- References -- Detection of Similarity Between Business Process Models with the Integration of Semantics in Similarity Measures -- 1 Introduction -- 2 Similarity Measures -- 2.1 Syntactic Measures -- 2.2 Semantic Measures -- 2.3 Structural Measures -- 2.4 Behavioral Measures -- 3 Problem Illustration -- 3.1 Similarity Measures -- 3.2 Dimensions of Semantic Similarity -- 3.3 Cardinality Problem -- 3.4 Genetic Algorithm -- 4 Related Work -- 5 Our Approach -- 5.1 Steps of Genetic Algorithm -- 6 Conclusion -- References -- Efficient Twitter Sentiment Analysis System Using Deep Learning Algorithm -- 1 Introduction -- 2 Literature Review -- 3 Proposed Method -- 3.1 Pre-processing -- 3.2 User-Mention -- 3.3 EMOJ Positive and Negative -- 3.4 Feature Selection -- 3.5 Classification -- 4 Experimental Results and Discussion -- 5 Conclusion -- References -- An Efficient Deep Learning-Based Breast Cancer Detection Scheme with Small Datasets -- 1 Introduction -- 1.1 Contributions -- 2 Proposed Method -- 2.1 Preprocessing -- 2.2 CNN Architecture -- 3 Datasets -- 4 Results and Discussion -- 5 Conclusion -- References -- Comparative Analysis of Machine Learning Models for Customer Segmentation -- 1 Introduction -- 2 Problem Statement -- 3 Literature Review -- 4 Algorithms for Customer Segmentation -- 4.1 Customer Segmentation Using K-Means.
4.2 Customer Segmentation Using DBSCAN -- 4.3 Agglomerative Clustering (Using PCA) -- 4.4 K-Means Using PCA -- 5 Results and Discussion -- 5.1 K-Means Model -- 5.2 DBSCAN -- 5.3 Agglomerative Clustering with PCA -- 5.4 Kmeans with PCA -- 6 Conclusion -- References -- An Intelligent Approach to Identify the Eggs of the Insect Bemisia Tabaci -- 1 Introduction -- 2 Overview of Proposed Approach -- 2.1 Deep Learning Algorithm -- 2.2 Auto-encoder -- 2.3 Stacked Auto-encoder for Egg Classification -- 3 Results and Discussion -- 3.1 Databases Used -- 3.2 Result -- 3.3 Test Phase -- 4 Conclusion -- References -- Overview of Blockchain-Based Seafood Supply Chain Management -- 1 Introduction -- 2 Blockchain Technology: Overview and Adoption in Supply Chains Management -- 3 An Overview of Blockchain Based Seafood Supply Chain Management Systems -- 4 Discussion and Research Challenges -- 5 Conclusion -- References -- Synthesis of a DQN-Based Controller for Improving Performance of Rotor System with Tribotronic Magnetorheological Bearing -- 1 Introduction -- 2 System Description and Modeling -- 2.1 Rotor Model -- 2.2 Bearing Model -- 3 Model Verification -- 4 Designing a DQN Controller -- 5 Results and Discussion -- 6 Conclusion -- References -- Card-Not-Present Fraud Detection: Merchant Category Code Prediction of the Next Purchase -- 1 Introduction -- 2 State of the Art -- 2.1 What is a Card-Not-Present Transaction? -- 2.2 Card not Present Fraud Scenario -- 2.3 What is the Merchant Category Code? -- 2.4 Prediction of Merchant Category Code for the Next Buy -- 3 Related Works -- 3.1 Online Payment Fraud Detection AI Proposals -- 4 Conclusion -- References -- Fast Stroke Lesions Segmentation Based on Parzen Estimation and Non-uniform Bit Allocation in Skull CT Images -- 1 Introduction -- 2 Related Works: classical and Deep Learning Approaches. 3 Materials and Methods -- 3.1 Level Set -- 3.2 Parzen Window -- 3.3 Non-uniform Bit Allocation: -law and A-law Algorithms -- 3.4 Datasets and Evaluation Metrics -- 4 LSBRD: An Approach Based on Parzen Estimation and Non-uniform Bit Allocation via -law and A-law -- 5 Results and Discussions -- 5.1 Algorithm Performance Analysis -- 6 Conclusion and Future Works -- References -- Methods for Improving the Fault Diagnosis Accuracy of Rotating Machines -- 1 Introduction -- 2 Intellectual Diagnostic Methods -- 2.1 Fully Connected Neural Networks -- 2.2 Generative Adversarial Network -- 3 Results and Discussion -- 3.1 Data Collection -- 3.2 Fully Connected Neural Networks to Rotor Diagnostic Defects -- 3.3 Generative Adversarial Network to Increasing the Volume and Variety of Training Data -- 4 Conclusion -- References -- Heuristics Assisted by Machine Learning for the Integrated Production Planning and Distribution Problem -- 1 Introduction -- 2 Problem Definition -- 3 Proposed Algorithms -- 3.1 Decoding Algorithms -- 3.2 Initial Solution -- 3.3 Neighborhood Search Heuristics -- 3.4 Framework -- 4 Computational Experiments -- 4.1 Computational Results -- 5 Conclusions -- References -- LSTM-Based Congestion Detection in Named Data Networks -- 1 Introduction -- 2 Background and Related Works -- 2.1 Long Short Term Memory Background -- 2.2 Related Works -- 3 LSTM-Based Congestion Detection -- 4 Performance Evaluation -- 5 Conclusion -- References -- Detection of COVID-19 in Computed Tomography Images Using Deep Learning -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 3.1 Image Acquisition -- 3.2 Pre-processing -- 3.3 Data Augmentation -- 3.4 Evaluated Architectures -- 3.5 Proposed Method -- 4 Experimental Results -- 4.1 Transfer Learning Results -- 4.2 Fine-Tuning Results -- 5 Discussion -- 6 Conclusion -- References. Abnormal Event Detection Method Based on Spatiotemporal CNN Hashing Model -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 3.1 Spatiotemporal Stream -- 3.2 Network Architecture -- 4 Experiments Results -- 4.1 Network Architecture -- 4.2 Datasets -- 4.3 Evaluation -- 5 Conclusion -- References -- A Multi-objective Iterated Local Search Heuristic for Energy-Efficient No-Wait Permutation Flowshop Scheduling Problem -- 1 Introduction -- 2 Problem Description -- 3 Multi-objective Iterated Local Search Heuristic -- 3.1 Multi-objective Local Search and Perturbation -- 4 Computational Experiments -- 4.1 Obtained Results -- 5 Conclusions -- References -- An Elastic Model for Virtual Computing Labs Using Timed Petri Nets -- 1 Introduction -- 2 Cloud Computing -- 2.1 Cloud Service Models -- 2.2 Cloud Deployement Models -- 2.3 Benefits and Challenges of Cloud Computing -- 3 Related Works -- 4 Background -- 4.1 Timed and Colored Petri Nets -- 4.2 Cloud Elasticity -- 5 Proposed Approach -- 5.1 The Challenge for Moving to VCL -- 5.2 Model Description -- 5.3 Vertical Elasticity Algorithm -- 5.4 Proposed Solution -- 5.5 Support Tools -- 6 Conclusion -- References -- A Decision Support System Based Vehicle Ontology for Solving VRPs -- 1 Introduction -- 2 Literature Review -- 2.1 Classification of Vehicle Routing Problems -- 2.2 Ontologies for Vehicle Domain -- 3 Decision Support System -- 4 Proposed VRP-Vehicle Ontology -- 5 Conclusion -- References -- Web API Service to RDF Mapping Method for Querying Distributed Data Sources -- 1 Introduction -- 2 Related Work -- 2.1 Smart City Platforms -- 2.2 Relational Databases -- 3 Accident Card Analysis System -- 3.1 R2RML Mapping -- 3.2 Data Quality -- 4 Web API Service to RDF Mapping Method Description -- 4.1 Weather Data Sources Specific -- 4.2 W2RML Scheme -- 5 Conclusion -- References. Risk Management in the Clinical Pathology Laboratory: A Bayesian Network Approach -- 1 Introduction -- 2 Research Design -- 3 Results -- 3.1 Literature Review -- 3.2 Risk Model -- 4 Conclusions -- References -- Leveraging Sequence Mining for Robot Process Automation -- 1 Introduction -- 2 Related Works -- 3 The Proposed Approach -- 3.1 FEM-M: Frequent Episode Miner -- 3.2 TEF-M: Target Episode Finder -- 4 Experimental Results -- 5 A Case Study -- 6 Conclusions -- References -- Intelligent Agents System for Intention Mining Using HMM-LSTM Model -- 1 Introduction and Motivation -- 2 Related Works -- 3 Architecture of Multi Intelligent Agents System Approach -- 3.1 Description of Agents -- 3.2 Hybrid Model -- 4 Experimentation and Validation -- 4.1 Dataset -- 4.2 Evaluation Metrics -- 4.3 Result -- 5 Conclusion -- References -- Unsupervised Manipulation Detection Scheme for Insider Trading -- 1 Introduction -- 2 Literature Review -- 3 Proposed Methodology -- 3.1 Feature Characterisation -- 3.2 Kernel Principal Component Analysis (KPCA) -- 4 Results and Discussion -- 5 Conclusion -- References -- A Comparative Study for Modeling IoT Security Systems -- 1 Introduction -- 1.1 Originality and Objectives -- 1.2 Outline -- 2 IoT and Modeling Languages -- 2.1 IoT Background -- 2.2 Overview of UML -- 2.3 Overview of SysML -- 3 Related Works -- 4 Proposed New IoT Security Modeling -- 4.1 IoT Architecture and Security Requirements -- 4.2 Modeling the Security of the Physical Layer and the Network Layer of IoT Systems with UML Language: Use Case Diagram -- 4.3 Modeling IoT Security Systems Using SysML Language: Requirement Diagram -- 5 Analysis and Discussion -- 6 Conclusion -- References -- Improving the Routing Process in SDN Using a Combination of the Evidence Theory and ML -- 1 Introduction -- 2 Related Work -- 3 Overview of the Trust-Based Routing Scheme. 4 Global Trust (GT) Vector Computation. |
| Record Nr. | UNINA-9910728932903321 |
|
Abraham Ajith
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Intelligent Systems Design and Applications : 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 3 / / edited by Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj
| Intelligent Systems Design and Applications : 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 3 / / edited by Ajith Abraham, Sabri Pllana, Gabriella Casalino, Kun Ma, Anu Bajaj |
| Autore | Abraham Ajith |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (602 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
PllanaSabri
CasalinoGabriella MaKun BajajAnu |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| Soggetto non controllato | Science |
| ISBN | 3-031-35501-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910728946403321 |
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Abraham Ajith
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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