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Bioinformatics Applications Based On Machine Learning
| Bioinformatics Applications Based On Machine Learning |
| Autore | Chamoso Pablo |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (206 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
machine learning
metagenomics bioinformatics CTX-M data mining cluster clinical implications diabetes epidemiology forecast PART Decision table Weka real-life patients regression ear detection computer vision convolutional neural network image recognition video analysis gene clustering swarm intelligence biological functions detection informative genes fuel cell hydrogen energy intelligent systems hybrid systems Artificial Neural Networks power management Machine Learning personality assessment gradient boosting Affective Computing transposable elements metrics deep learning detection classification mitochondrial protein bi-directional LSTM plasmodium falciparum Particle Swarm Optimization Harmony Search parameter estimation Arabidopsis thaliana clinical data feature selection genetic programming evolutionary computation dynamic models evolutionary computing derivative-free optimization metabolism glycolysis yeast |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910674055503321 |
Chamoso Pablo
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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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Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference / / edited by Sara Rodríguez González, Alfonso González-Briones, Arkadiusz Gola, George Katranas, Michela Ricca, Roussanka Loukanova, Javier Prieto
| Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference / / edited by Sara Rodríguez González, Alfonso González-Briones, Arkadiusz Gola, George Katranas, Michela Ricca, Roussanka Loukanova, Javier Prieto |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (269 pages) |
| Disciplina | 004.36 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-030-53829-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910483912703321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Distributed Computing and Artificial Intelligence, Volume 2
| Distributed Computing and Artificial Intelligence, Volume 2 |
| Autore | González Sara Rodríguez |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2021 |
| Descrizione fisica | 1 online resource (229 pages) |
| Altri autori (Persone) |
MachadoJosé Manuel
González-BrionesAlfonso WikarekJaroslaw LoukanovaRoussanka KatranasGeorge Casado-VaraRoberto |
| Collana | Lecture Notes in Networks and Systems Ser. |
| Soggetto genere / forma | Electronic books. |
| ISBN | 3-030-86887-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Honorary Chairman -- Advisory Board -- Program Committee Chairs -- Organizing Committee Chair -- Workshop Chair -- Organizing Committee -- DCAI 2021 Sponsors -- Special Session on AI-Driven Methods for Multimodal Networks and Processes Modeling (AIMPM 2021) -- Organizing Committee -- Chairs -- Co-chairs -- Special Session on Computational Linguistics, Information, Reasoning, and AI 2021 (CompLingInfoReasAI'21) -- Organizing Committee -- Program Committee -- Special Session on Surveying and Maritime Internet of Things Education (SMITE 2021) -- Organizing Committee -- Special session on Theory and Applications of Mathematical Models in Computer Science and Artificial Intelligence (TAMMCSAI) -- Organizing Committee -- Program Committee -- Contents -- Special Session on AI-driven methods for Multimodal Networks and Processes Modeling (AIMPM'21) -- Declarative Approach to UAVs Mission Contingency Planning in Dynamic Environments -- 1 Introduction -- 2 Approach to UAVs Fleet Online Routing -- 3 CSP Formulation -- 4 Constraints Relaxation -- 5 Computational Experiments -- 6 Conclusions -- References -- Model of Employee Competence Configuration in SCM -- 1 Introduction -- 2 Location of the Employee Competence Configuration Problem for the Sample Supply Chain -- 3 Employee Competence Configuration Model -- 4 Computational Examples -- 5 Conclusions -- References -- A Structural and Functional Design for Resource Deployments in Ad Hoc Multimodal Service Systems -- 1 Ad Hoc Multimodal Service Systems (AHMSS) -- 2 Domain Model for AHMSS -- 3 Challenges in Decision-Making for AHMSS -- 4 A Structural and Functional Design of the DSS -- 4.1 The Data Structure of a DSS -- 4.2 Key Functions of the DSS -- 4.3 Constraints on the Functions of the DSS -- 4.4 Critical Technologies and Methods Enabling the DSS.
5 Discussion and Conclusion -- References -- Repair of Multithreaded Errors in the Control and Measurement System -- 1 Introduction -- 2 Background to the Problem -- 2.1 Control and Measurement Systems -- 2.2 System Architecture -- 3 Errors in Multithreaded Applications -- 3.1 Problem Diagnosis -- 3.2 Ways of Detecting Multithreaded Errors -- 4 Use of MASCM Method -- 4.1 MASCM -- 4.2 Occurrence of a Race Condition Class Error -- 4.3 Verification of System Operation After Modifications -- 5 Summary -- References -- Special Session on Computational Linguistics, Information, Reasoning, and AI 2021 (CompLingInfoReasAI'21) -- A Case Study in Computer-Assisted Meta-reasoning -- 1 Introduction -- 2 Related Work -- 3 Development in Isabelle -- 4 The Haskell Code -- 5 Natural Language Example -- 6 On Automated Reasoning -- 7 Conclusions and Future Work -- References -- Fuzzy Natural Logic for Sentiment Analysis: A Proposal -- 1 Introduction -- 2 Lexicon Based Approach -- 3 Fuzzy Natural Logic (FNL) -- 3.1 Modeling Evaluative Expressions in FNL -- 3.2 Modeling the Meaning of Words in FNL -- 4 Fuzzy Natural Logic in Sentiment Analysis -- 5 Final Remarks -- References -- ITUTime: Turkish Temporal Expression Extraction and Normalization -- 1 Introduction -- 2 Related Works -- 3 Temporal Expression Types -- 4 System Description -- 4.1 Preprocessing -- 4.2 Text Number Normalization -- 4.3 Detector -- 4.4 Normalizer -- 4.5 Text Number Restoration -- 4.6 Limitations -- 5 Dataset -- 6 Evaluation -- 6.1 Error Analysis -- 7 Conclusion and Future Studies -- References -- Automated Metaphor Identification in Russian and Its Implications for Metaphor Studies -- 1 Metaphor as a Computational Problem -- 2 Description of the System -- 2.1 Metaphor Identification Features -- 2.2 Experimental Setup -- 3 Results -- 4 Discussion: What Can Experiments Tell Us About Metaphor?. References -- Special Session on Surveying and Maritime Internet of Things Education (SMITE'21) -- Smart Agriculture System Integrating LoRaWAN and Edge Computing Technologies -- 1 Introduction -- 2 System Overview -- 3 Methodology -- 4 Results -- 5 Conclusion -- References -- Marine Surveying Education by Implementing Artificial Intelligence on Remotely Operated Underwater Vehicle Sensors -- 1 Introduction -- 2 Experimental Setup -- 2.1 The Remotely Operated Underwater Vehicle -- 2.2 Sensor Cluster and Data Transfer -- 2.3 Software and Connectivity -- 3 Artificial Intelligence -- 4 Conclusions -- References -- Design and Configuration of Software Tools for the Remote Performance of Laboratory Experiments in Marine Survey Education -- 1 Introduction -- 2 Remote Measurement Process -- 2.1 Process Overview -- 2.2 Backbone Code -- 2.3 Database Data Retrieval Tool -- 2.4 Graphical User Interface -- 3 Case Study -- 4 Conclusions -- References -- Special session on Theory and Applications of Mathematical Models in Computer Science and Artificial Intelligence (TAMMCSAI'21) -- About the Reversibility of Elementary Cellular Automata with Rule Number 180 -- 1 Introduction -- 2 Elementary Cellular Automata -- 2.1 Basic Theory -- 2.2 The ECA with Rule Number 180 -- 3 Reversibility in One-Dimensional CA -- 4 The Reversibility Problem for ECA 180 -- 5 Conclusions -- References -- Automatic Generator of Loading Rules and Its Applications on Logistics Operations -- 1 Introduction -- 1.1 Motivation and Context -- 1.2 Contribution -- 2 Problem Description -- 2.1 Notation and Definitions -- 2.2 Strategies to Create Feasible Sequences and Their Complexity -- 2.3 Computational Results -- 3 Application on Stowage Planning -- 4 Conclusions -- References -- Distress Detection in Road Pavements Using Neural Networks -- 1 Introduction -- 2 Background. 2.1 Artificial Neural Networks and Autoencoders -- 3 Related Work -- 4 Expirements and Results -- 4.1 Baseline - Binary Classifier -- 4.2 AE and VAE Models -- 5 Conclusion -- 5.1 Discussion -- 5.2 Conclusions -- 5.3 Future Work -- References -- Analyzing Metrics to Understand Human Mobility Phenomena: Challenges and Solutions -- 1 Introduction -- 2 Understanding Common Metrics in Human Mobility Research -- 2.1 Spatial Resolution of Categorisation and Aggregation -- 2.2 Temporal Resolution of Categorisation and Aggregation -- 3 Detailed Analysis of Human Mobility Patterns -- 3.1 Data Collection -- 3.2 Exploring Human Mobility Metrics -- 4 Results and Discussion -- 5 Conclusions -- References -- The Relationship Between Financial Execution in R& -- D and Scientific Production -- 1 Introduction -- 2 Background -- 2.1 Research at UMinho -- 2.2 Covid-19 Impact on UMinho's R& -- D Projects -- 2.3 Scopus Database -- 3 Methodology -- 4 Results -- 4.1 Financial Execution -- 4.2 Scientific Production -- 4.3 Correlation Between Financial Execution and Scientific Production -- 5 Conclusions and Future Work -- References -- Doctoral Consortium -- Adaptive Recommendation in Online Environments -- 1 Introduction -- 2 Related Works -- 3 Keys Challenges -- 4 Research Question and Proposal Work -- 5 Final Remarks -- References -- Data Integration in Shop Floor for Industry 4.0 -- 1 Problem Statement -- 2 Related Work -- 3 Hypothesis -- 4 Proposal -- 5 Final Reflections -- References -- Distributed Architecture Proposal for Efficient Energy Management of Road Lighting in Urban Environments -- 1 Problem Statement -- 2 Related Work -- 3 Hypothesis -- 4 Proposal -- 5 Preliminary Results/Evaluation Plan -- 6 Reflections -- References -- Proposal for a Distributed Intelligent Control Architecture Based on Heterogeneous Modular Devices -- 1 Problem Statement. 2 Related Work -- 3 Hypothesis -- 4 Proposal -- 5 Preliminary Results/Evaluation Plan -- 6 Reflections -- References -- DNN Based Prototype of the Track Reconstruction Algorithm for the MUonE Experiment -- 1 The MUonE Experiment -- 2 DNN Based Track Reconstruction Algorithm -- 2.1 Experimental Setup -- 2.2 Track Reconstruction Algorithm -- 2.3 Results -- 3 Outlook and Plans -- 4 Conclusions -- References -- Modeling and Recommendation System for Improving the Energy Performance of Buildings -- 1 Problem Statement -- 2 Related Work -- 3 Hypothesis and Proposal -- 4 Preliminary Results -- 5 Reflections -- References -- Intelligent Monitoring and Management Platform for the Prevention of Olive Pests and Diseases, Including IoT with Sensing, Georeferencing and Image Acquisition Capabilities Through Computer Vision -- 1 Computer Vision and Deep Learning for Prevention of Olive Pests and Diseases -- 2 Deep Learning - Definition and Convolutional Neural Network -- 3 Development of the Intelligent Monitoring and Management Platform -- References -- Author Index. |
| Altri titoli varianti | Distributed Computing and Artificial Intelligence, Volume 2 |
| Record Nr. | UNINA-9910502985003321 |
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González Sara Rodríguez
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| Cham : , : Springer International Publishing AG, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection [[electronic resource] ] : International Workshops of PAAMS 2023, Guimaraes, Portugal, July 12–14, 2023, Proceedings / / edited by Dalila Durães, Alfonso González-Briones, Marin Lujak, Alia El Bolock, João Carneiro
| Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection [[electronic resource] ] : International Workshops of PAAMS 2023, Guimaraes, Portugal, July 12–14, 2023, Proceedings / / edited by Dalila Durães, Alfonso González-Briones, Marin Lujak, Alia El Bolock, João Carneiro |
| Autore | Durães Dalila |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (190 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
González-BrionesAlfonso
LujakMarin El BolockAlia CarneiroJoão |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Image processing—Digital techniques Computer vision Software engineering Education—Data processing Social sciences—Data processing Artificial Intelligence Computer Engineering and Networks Computer Imaging, Vision, Pattern Recognition and Graphics Software Engineering Computers and Education Computer Application in Social and Behavioral Sciences |
| ISBN | 3-031-37593-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Workshop on Adaptive Smart areaS and Intelligent Agents (ASSIA) -- Agrobots architecture and Agrobots-Sim simulator for dynamic agri-robot coordination -- Improving Public Transportation Efficiency through Accurate Bus Passenger Demand -- Pre-processing techniques and model aggregation for plant disease prevention -- A SPADE Multi-Agent Application for Outdoor CO2 Monitoring -- Blockchain-Enabled Reward System for Sustainable Last-Mile Delivery in Urban Logistics: A Case Study on SimFleet Platform -- Station balancing system of a Bike Sharing System by means of a multi-agent system in collaboration with the user's decision -- Workshop on Character Computing (C2) -- Ethical Self-Driving Cars: Resolving Conflicting Moral Decisions among Groups of Vehicles -- Multi-modal Explainable Music Recommendation based on the Relations between Character and Music Listening Behavior -- Character-Based Habit Recommender System -- A Gamification of Psychological Tests for the Detection of Impaired Social Functioning -- Workshop on Decision Support, Recommendation, and Persuasion in Artificial Intelligence (DeRePAI) -- Trust-based Negotiation in Multiagent Systems: A Systematic Review -- Negotiation Algorithm for Multi-Agent Pickup and Delivery Tasks -- Validating state-wide charging station network through agent-based simulation -- Challenges and Solutions in Large-Scale News Recommenders. |
| Record Nr. | UNISA-996546841703316 |
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Durães Dalila
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection : International Workshops of PAAMS 2023, Guimaraes, Portugal, July 12–14, 2023, Proceedings / / edited by Dalila Durães, Alfonso González-Briones, Marin Lujak, Alia El Bolock, João Carneiro
| Highlights in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection : International Workshops of PAAMS 2023, Guimaraes, Portugal, July 12–14, 2023, Proceedings / / edited by Dalila Durães, Alfonso González-Briones, Marin Lujak, Alia El Bolock, João Carneiro |
| Autore | Durães Dalila |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (190 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
González-BrionesAlfonso
LujakMarin El BolockAlia CarneiroJoão |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Image processing—Digital techniques Computer vision Software engineering Education—Data processing Social sciences—Data processing Artificial Intelligence Computer Engineering and Networks Computer Imaging, Vision, Pattern Recognition and Graphics Software Engineering Computers and Education Computer Application in Social and Behavioral Sciences |
| ISBN | 3-031-37593-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Workshop on Adaptive Smart areaS and Intelligent Agents (ASSIA) -- Agrobots architecture and Agrobots-Sim simulator for dynamic agri-robot coordination -- Improving Public Transportation Efficiency through Accurate Bus Passenger Demand -- Pre-processing techniques and model aggregation for plant disease prevention -- A SPADE Multi-Agent Application for Outdoor CO2 Monitoring -- Blockchain-Enabled Reward System for Sustainable Last-Mile Delivery in Urban Logistics: A Case Study on SimFleet Platform -- Station balancing system of a Bike Sharing System by means of a multi-agent system in collaboration with the user's decision -- Workshop on Character Computing (C2) -- Ethical Self-Driving Cars: Resolving Conflicting Moral Decisions among Groups of Vehicles -- Multi-modal Explainable Music Recommendation based on the Relations between Character and Music Listening Behavior -- Character-Based Habit Recommender System -- A Gamification of Psychological Tests for the Detection of Impaired Social Functioning -- Workshop on Decision Support, Recommendation, and Persuasion in Artificial Intelligence (DeRePAI) -- Trust-based Negotiation in Multiagent Systems: A Systematic Review -- Negotiation Algorithm for Multi-Agent Pickup and Delivery Tasks -- Validating state-wide charging station network through agent-based simulation -- Challenges and Solutions in Large-Scale News Recommenders. |
| Record Nr. | UNINA-9910768447703321 |
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Durães Dalila
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection : International Workshops of PAAMS 2019, Ávila, Spain, June 26–28, 2019, Proceedings / / edited by Fernando De La Prieta, Alfonso González-Briones, Pawel Pawleski, Davide Calvaresi, Elena Del Val, Fernando Lopes, Vicente Julian, Eneko Osaba, Ramón Sánchez-Iborra
| Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection : International Workshops of PAAMS 2019, Ávila, Spain, June 26–28, 2019, Proceedings / / edited by Fernando De La Prieta, Alfonso González-Briones, Pawel Pawleski, Davide Calvaresi, Elena Del Val, Fernando Lopes, Vicente Julian, Eneko Osaba, Ramón Sánchez-Iborra |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (X, 350 p. 113 illus., 91 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Application software Information storage and retrieval Computer organization E-commerce Computer security Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval Computer Systems Organization and Communication Networks e-Commerce/e-business Systems and Data Security |
| ISBN | 3-030-24299-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Workshop on Agents-based Solutions for Manufacturing and Supply Chain (AMSC) -- 2nd International Workshop on Blockchain Technology for Multi-Agent Systems (BTC4MAS) -- Workshop on MAS for Complex Networks and Social Computation (CNSC) -- Workshop on Multi-agent based Applications for Energy Markets, Smart Grids and Sustainable Energy Systems (MASGES) -- Workshop on Smart Cities and Intelligent Agents (SCIA) -- Workshop on Swarm Intelligence and Swarm Robotics (SISR) -- Special Session on Software Agents and Virtualizacion for Internet of Things (SAVIoTS) -- DOCTORAL CONSORTIUM. |
| Record Nr. | UNINA-9910337842303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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