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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 online resource (226 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
1D pooling
Alzheimer's disease artificial neural network body area network classification clustering computational intelligence convolutional neural network CRISPR cross pooling decision support systems deep learning diabetic retinopathy (DR) diffusion tensor imaging e-health early detection electrocardiogram ensemble learning evaluation metrics everyday walking fault data elimination feature extraction fuzzy inference systems gait analysis gait phase genetic algorithms health off health status detection health status prediction healthcare IMU Internet of Medical Things interpretable models leukemia nucleus image long-term monitoring machine learning machine learning algorithm medical diagnosis medical informatics MIMU multi-modal deep features multi-sensor multi-unit multiple imputation by chained equations multistage support vector machine model n/a neural networks next-generation sequencing ovarian cancer physionet challenge pre-trained deep ConvNet Premature ventricular contraction segmentation sEMG sepsis soft computing soft covering rough set Softmax regression sparse autoencoder SVM-based recursive feature elimination time synchronization transfer learning Tri-Fog Health System uni-modal deep features unipolar depression unsupervised learning |
| 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. | UNISA-996547954203316 |
| Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Enabling Technologies for Effective Planning and Management in Sustainable Smart Cities / / edited by Mohd Abdul Ahad, Gabriella Casalino, Bharat Bhushan
| Enabling Technologies for Effective Planning and Management in Sustainable Smart Cities / / edited by Mohd Abdul Ahad, Gabriella Casalino, Bharat Bhushan |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (409 pages) |
| Disciplina | 307.760285 |
| Soggetto topico |
Computer networks
Internet of things Blockchains (Databases) Artificial intelligence - Data processing Mobile computing Application software Computer Communication Networks Internet of Things Blockchain Data Science Mobile Computing Computer and Information Systems Applications |
| ISBN |
9783031229220
3031229223 |
| 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 : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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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 |
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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 Ensenyament assistit per ordinador Educació superior |
| Soggetto genere / forma | Llibres electrònics |
| 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 | ||
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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. | 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
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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 |
|
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 1 / / 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 1 / / 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 (592 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 |
Artificial Intelligence
Engineering Computers Technology & Engineering |
| ISBN | 3-031-27440-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- ISDA 2022-Organization -- Contents -- KMetaTagger: A Knowledge Centric Metadata Driven Hybrid Tag Recommendation Model Encompassing Machine Intelligence -- 1 Introduction -- 2 Related Work -- 3 Proposed Work -- 4 Results and Performance Evaluation -- 5 Conclusion -- References -- KCReqRec: A Knowledge Centric Approach for Semantically Inclined Requirement Recommendation with Micro Requirement Mapping Using Hybrid Learning Models -- 1 Introduction -- 2 Related Works -- 3 Proposed System Architecture -- 4 Implementation and Performance Evaluation and Results -- 5 Conclusion -- References -- Object Classification Using ECOC Multi-class SVM and HOG Characteristics -- 1 Introduction -- 1.1 Background -- 1.2 Research Objectives -- 1.3 Paper Organization -- 2 Proposed Scheme for Object Classification -- 3 System Description -- 3.1 Image Datasets -- 3.2 ECOC Based Multi-class SVM -- 3.3 Appropriate Cell Size Selection for HOG Feature -- 4 Results and Discussions -- 5 Conclusion -- References -- GA Evolved Configuration Data for Embryonic Architecture with Built-in Self-test -- 1 Introduction -- 2 Embryonic Digital Circuit Architecture Using CGP Data -- 3 Novel Parallel GA Design for CGP Configuration Data Generation -- 3.1 Optimum Individual Monogenetic GA-OIMGA -- 3.2 Parallel HsClone GA -- 4 Embryonic Cells with Built-in Self-Test Design -- 5 Embryonic Adder and Comparator Cell Fault Detection -- 6 Conclusion and Scope for Future Work -- References -- A Multi-layer Deep Learning Model for ECG-Based Arrhythmia Classification -- 1 Introduction -- 2 Related Work -- 3 Material and Method -- 3.1 Dataset -- 3.2 Methodology -- 4 Results and Discussion -- 5 Conclusion -- References -- Analyzing Electoral Data Using Partitional and Hierarchical Clustering Algorithms -- 1 Introduction -- 2 The Municipal Human Development Index (MHDI).
3 Data Used in the Experiments -- 4 Methodology and Experiments -- 5 Conclusions -- References -- Medical Decision Making Based 5D Cardiac MRI Segmentation Tools -- 1 Introduction -- 2 Methods and Materials -- 3 Theory -- 3.1 Concept of the 5D Segmentation and Medical Issue -- 3.2 Goals and Contributions -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- India Post Service Facility Layout Design Selection and Evaluation Using MCDM Approach -- 1 Introduction -- 2 Literature Support -- 3 Research Methodology -- 4 Application - NSH Mangalore -- 5 Results -- 5.1 Finding the Weightage Criteria -- 5.2 Calculation Method -- 6 Conclusions -- References -- Weighted Pathfinding in the Paparazzi Problem with Dynamic Obstacles -- 1 Introduction -- 2 Problem Statement -- 3 Background Information -- 3.1 A* Algorithm -- 3.2 Extended A* Algorithm -- 3.3 Heuristics -- 3.4 Dynamic Obstacles -- 4 Implementation and Testing -- 4.1 Code Structure -- 4.2 Pathfinding -- 5 Results and Discussion -- 5.1 Data Distribution -- 5.2 Pathfinding -- 5.3 Diagonal Movement -- 5.4 Overall Heuristic Performance -- 6 Conclusions -- References -- A Rapid Review on Ensemble Algorithms for COVID-19 Classification Using Image-Based Exams -- 1 Introduction -- 2 Ensemble Algorithms -- 3 Methodology -- 3.1 Inclusion Criteria -- 3.2 Exclusion Criteria -- 4 Results and Discussion -- 4.1 Q1 - Ensemble Technique -- 4.2 Q2 - Number of Classes -- 4.3 Q3 - Machine Learning Algorithms and Models -- 4.4 Q4 - Datasets -- 5 Conclusions -- References -- Indian Postal Service Quality Assessment Using Graph Theoretic Approach - A Quantitative Decision-Making Tool -- 1 Introduction -- 1.1 Importance of the Study -- 2 Literature Review -- 2.1 Graph Theoretical (GT) Model -- 3 Research Methodology -- 3.1 Graph-Theoretic Model Approach -- 4 Analysis and Results -- 4.1 Graph Theory Calculation. 5 Conclusions -- References -- Analyzing the Critical Success Factors of Lean System Implementation in India Post Using DEMATEL Method -- 1 Introduction -- 1.1 Rationale of the Study -- 2 Literature Support -- 3 Research Methodology -- 3.1 Steps for DEMATEL Method -- 4 Case Application: Indian Postal NSH Mangalore, India -- 5 Conclusions -- References -- Application of Artificial Intelligence in Mental Health -- 1 Introduction to Artificial Intelligence in Healthcare -- 2 Mental Health -- 2.1 AI in Healthcare -- 2.2 Ethics and AI Mental Health Research -- 2.3 AI Research on the Involvement of Patient and Public Mental Health -- 2.4 Well-Being and Educational Performance -- 2.5 Internet-Based Mental Health Care -- 2.6 Mental Healthcare Chatbots -- 3 Literature Survey -- 4 Constraints of AI and Mental Health Care Research -- 5 Statistics Scenario in the Area of AI in Mental Health Care Research -- 6 Conclusion -- References -- Cold Rolling Mill Energy Consumption Prediction Using Machine Learning -- 1 Introduction -- 2 Cold Rolling Mill and Energy Consumption -- 3 Proposed Approach -- 4 Results and Analysis: Model Training and Energy Prediction -- 5 Conclusions and Future Work -- References -- Virtual Reconstruction of Adaptive Spectral and Spatial Features Based on CNN for HSI Classification -- 1 Introduction -- 2 Proposed Approach -- 2.1 Extraction of Spectral Data Vectors and Fusions of Pixels to Obtain a Single Spatial-Spectral Band -- 2.2 Apply Five Algorithms to Create Five Virtual Layers -- 2.3 3D Image Reconstruction -- 2.4 Edge-Adaptive Spatial Data Extraction -- 2.5 Convolution and Processing of Each Block Until Recognition of the pixel -- 2.6 Placing Pixels in Their Positions, Merging the Five Spectral Bands and Labeling -- 3 Experiences and Results -- 3.1 Tests -- 3.2 Results and Discussions -- 4 Conclusion -- References. Enhancing Rental Bike Count and Availability Prediction Using Regression Modelling -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Multiple Linear Regression -- 3.2 Polynomial Regression -- 4 Results -- 5 Conclusion and Fututre Enhancement -- References -- Application of WASPAS Method for the Evaluation of Tamil Nadu Private Travels -- 1 Introduction -- 2 Literature Support -- 3 Research Methods -- 4 Case Study - Chennai, Tamilnadu, Southern India -- 4.1 Application of WASPAS Method -- 5 Comparative Study -- 6 Conclusion -- References -- Time Series Forecast Applied to Electricity Consumption -- 1 Introduction -- 2 Related Work -- 3 BackGround of Study -- 3.1 Definitions -- 3.2 Machine Learnings Models -- 4 Material and Methods -- 4.1 Dataset Description -- 4.2 Performance Indices -- 5 Simulation Results -- 5.1 Regression Models - Data with Daily Periodicity -- 5.2 Regression Models - Data with Daily Periodicity (Outlier Removal) -- 5.3 Regression Models - Data with Monthly Periodicity -- 5.4 Regression Models - Data with Daily Periodicity (Outlier Removal) - Moving Average -- 5.5 Multi Layer Perceptron (MLP) - Data with Monthly Periodicity -- 5.6 Recurrent Neural Network (RNR) - Data with Monthly Periodicity -- 6 Conclusions -- References -- A Survey on Text Processing Using Deep Learning Techniques -- 1 Introduction -- 2 Sentiment Analysis is Divided into Numerous Categories -- 2.1 Sentiment with a Finer Granularity -- 2.2 Sentiment Analysis for Emotion Identification -- 2.3 Analyses Based on Aspects -- 2.4 Sentiment Analysis Based on Intent -- 3 Approaches to Sentiment Analysis -- 3.1 Rule-Based Approach -- 3.2 Machine Learning Approach -- 3.3 Lexicon Based Approach -- 4 All Approaches Advantages and Limitations -- 5 Text-Based Emotion Detection (TBED) -- 5.1 Datasets for Text-Based ED (Emotion Detection) Research -- 6 Feature Set. 6.1 Extraction of Feature -- 6.2 Feature Selection -- 7 Comparison Analysis -- 7.1 Lexicon Based Approach -- 7.2 Dictionary-Based Classification -- 7.3 Corpus-Based Classification -- 7.4 Machine Learning Based Classification -- 7.5 Support Vector Machine -- 7.6 Comparative Table for Different Classification Algorithm -- 7.7 Naïve Bayes -- 7.8 K-Nearest Neighbor -- 7.9 Maximum Entropy -- 7.10 Decision Tree Learning -- 7.11 Semantic Orientation Approach -- 7.12 Keyword-Based Classification -- 7.13 Emotions Based Classifications -- 8 Issues in Text Sentiment Analysis -- 9 Conclusion -- References -- RePI: Research Paper Impact Analysis -- 1 Introduction -- 2 Literature Survey -- 2.1 Previous Works -- 2.2 Impact Metrics -- 2.3 Keyword Extraction -- 3 Dataset Creation -- 4 Methodology and Architecture -- 5 Design and API Integration -- 5.1 RAKE -- 5.2 Implementation -- 6 Impact Metric Calculation -- 7 Results -- 7.1 Visualizations -- 7.2 Impact Metric Ratio -- 8 Conclusion -- References -- Human-Centred Artificial Intelligence in Sound Perception and Music Composition -- 1 Introduction -- 2 Melody and Musical Grammar -- 3 Formalization of Musical Grammar Rules -- 4 Obtained Results -- 5 Discussion and Conclusions -- References -- Multi-objective Optimization for Sensor Networks Based Smart Parking Systems -- 1 Introduction -- 2 Related Works -- 3 Real Time Smart Parking System Description -- 4 Mathematical Formulation -- 4.1 Poisson Process -- 4.2 Linear Programming Formulation -- 5 Performance Evaluation -- 6 Open Research Issue: Sensor Networks and Artificial Neural Networks (ANN) -- 7 Conclusion -- References -- Process Automation with Digital Robots Under Smart University Concept -- 1 Introduction -- 2 Literature Review -- 3 Digital Transformation of Processes -- 3.1 Digital Transformation -- 3.2 Process Automation -- 3.3 Human Path and Robot Path. 4 Case Study. |
| Record Nr. | UNINA-9910728933403321 |
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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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