Automated Machine Learning [[electronic resource] ] : Methods, Systems, Challenges / / edited by Frank Hutter, Lars Kotthoff, Joaquin Vanschoren
| Automated Machine Learning [[electronic resource] ] : Methods, Systems, Challenges / / edited by Frank Hutter, Lars Kotthoff, Joaquin Vanschoren |
| Autore | Hutter Frank |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham, : Springer Nature, 2019 |
| Descrizione fisica | 1 online resource (XIV, 219 p. 54 illus., 45 illus. in color.) |
| Disciplina | 006.3 |
| Collana | The Springer Series on Challenges in Machine Learning |
| Soggetto topico |
Artificial intelligence
Optical data processing Pattern recognition Artificial Intelligence Image Processing and Computer Vision Pattern Recognition |
| Soggetto non controllato |
Computer science
Artificial intelligence Optical data processing Pattern recognition |
| ISBN | 3-030-05318-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Hyperparameter Optimization -- 2 Meta-Learning -- 3 Neural Architecture Search -- 4 Auto-WEKA -- 5 Hyperopt-Sklearn -- 6 Auto-sklearn -- 7 Towards Automatically-Tuned Deep Neural Networks -- 8 TPOT -- 9 The Automatic Statistician -- 10 AutoML Challenges. |
| Record Nr. | UNINA-9910337835803321 |
Hutter Frank
|
||
| Cham, : Springer Nature, 2019 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Enhanced Living Environments [[electronic resource] ] : Algorithms, Architectures, Platforms, and Systems / / edited by Ivan Ganchev, Nuno M. Garcia, Ciprian Dobre, Constandinos X. Mavromoustakis, Rossitza Goleva
| Enhanced Living Environments [[electronic resource] ] : Algorithms, Architectures, Platforms, and Systems / / edited by Ivan Ganchev, Nuno M. Garcia, Ciprian Dobre, Constandinos X. Mavromoustakis, Rossitza Goleva |
| Autore | Ganchev Ivan |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Springer Nature, 2019 |
| Descrizione fisica | 1 online resource (XX, 323 p. 111 illus., 96 illus. in color.) |
| Disciplina | 004.6 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Computer organization
User interfaces (Computer systems) Application software Artificial intelligence Optical data processing Computer Systems Organization and Communication Networks User Interfaces and Human Computer Interaction Information Systems Applications (incl. Internet) Artificial Intelligence Image Processing and Computer Vision Computer Appl. in Social and Behavioral Sciences |
| Soggetto non controllato |
Computer science
Computer organization User interfaces (Computer systems) Application software Artificial intelligence Optical data processing |
| ISBN | 3-030-10752-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Automation in systematic, scoping and rapid reviews by an NLP toolkit: a case study in Enhanced Living Environments -- RDF stores for enhanced living environments: an overview -- Combining Machine Learning and Metaheuristics Algorithms for Multicriteria Classification Method PROAFTN -- Development and Evaluation of Methodology for Personal Recommendations Applicable in Connected Health -- "Touchscreen Assessment Tool" (TATOO), an assessment tool based on the expanded conceptual model of frailty -- Towards a deeper understanding of the behavioural implications of bidirectional activity-based ambient displays in ambient assisted living environments -- Towards Truly Affective AAL Systems -- Maintaining Mental Well-being of Elderly at Home -- System Development for Monitoring Physiological Parameters in Living Environment -- Healthcare Sensing and Monitoring -- Semantic Middleware Architectures for IoT Healthcare Application -- The Role of Drones in Ambient Assisted Living Systems for the Elderly. |
| Record Nr. | UNINA-9910337578203321 |
Ganchev Ivan
|
||
| Springer Nature, 2019 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Enhanced Living Environments [[electronic resource] ] : Algorithms, Architectures, Platforms, and Systems / / edited by Ivan Ganchev, Nuno M. Garcia, Ciprian Dobre, Constandinos X. Mavromoustakis, Rossitza Goleva
| Enhanced Living Environments [[electronic resource] ] : Algorithms, Architectures, Platforms, and Systems / / edited by Ivan Ganchev, Nuno M. Garcia, Ciprian Dobre, Constandinos X. Mavromoustakis, Rossitza Goleva |
| Autore | Ganchev Ivan |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Springer Nature, 2019 |
| Descrizione fisica | 1 online resource (XX, 323 p. 111 illus., 96 illus. in color.) |
| Disciplina | 004.6 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Computer organization
User interfaces (Computer systems) Application software Artificial intelligence Optical data processing Computer Systems Organization and Communication Networks User Interfaces and Human Computer Interaction Information Systems Applications (incl. Internet) Artificial Intelligence Image Processing and Computer Vision Computer Appl. in Social and Behavioral Sciences |
| Soggetto non controllato |
Computer science
Computer organization User interfaces (Computer systems) Application software Artificial intelligence Optical data processing |
| ISBN | 3-030-10752-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Automation in systematic, scoping and rapid reviews by an NLP toolkit: a case study in Enhanced Living Environments -- RDF stores for enhanced living environments: an overview -- Combining Machine Learning and Metaheuristics Algorithms for Multicriteria Classification Method PROAFTN -- Development and Evaluation of Methodology for Personal Recommendations Applicable in Connected Health -- "Touchscreen Assessment Tool" (TATOO), an assessment tool based on the expanded conceptual model of frailty -- Towards a deeper understanding of the behavioural implications of bidirectional activity-based ambient displays in ambient assisted living environments -- Towards Truly Affective AAL Systems -- Maintaining Mental Well-being of Elderly at Home -- System Development for Monitoring Physiological Parameters in Living Environment -- Healthcare Sensing and Monitoring -- Semantic Middleware Architectures for IoT Healthcare Application -- The Role of Drones in Ambient Assisted Living Systems for the Elderly. |
| Record Nr. | UNISA-996466456603316 |
Ganchev Ivan
|
||
| Springer Nature, 2019 | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Medical Imaging Systems [[electronic resource] ] : An Introductory Guide / / edited by Andreas Maier, Stefan Steidl, Vincent Christlein, Joachim Hornegger
| Medical Imaging Systems [[electronic resource] ] : An Introductory Guide / / edited by Andreas Maier, Stefan Steidl, Vincent Christlein, Joachim Hornegger |
| Autore | Maier Andreas |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Springer Nature, 2018 |
| Descrizione fisica | 1 online resource (X, 259 p. 167 illus.) |
| Disciplina | 006.6 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Computer Imaging, Vision, Pattern Recognition and Graphics |
| Soggetto non controllato |
Computer science
Optical data processing |
| ISBN | 3-319-96520-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- System Theory -- Image Processing -- Endoscopy -- Microscopy -- Magnetic Resonance Imaging -- X-ray Imaging -- Computed Tomography -- X-ray Phase Contrast: Research on a Future Imaging Modality -- Emission Tomography -- Ultrasound -- Optical Coherence Tomography -- Acronyms. . |
| Record Nr. | UNISA-996466308003316 |
Maier Andreas
|
||
| Springer Nature, 2018 | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Multiple-Aspect Analysis of Semantic Trajectories [[electronic resource] ] : First International Workshop, MASTER 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceedings / / edited by Konstantinos Tserpes, Chiara Renso, Stan Matwin
| Multiple-Aspect Analysis of Semantic Trajectories [[electronic resource] ] : First International Workshop, MASTER 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceedings / / edited by Konstantinos Tserpes, Chiara Renso, Stan Matwin |
| Autore | Tserpes Konstantinos |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Springer Nature, 2020 |
| Descrizione fisica | 1 online resource (IX, 133 p. 93 illus., 47 illus. in color.) |
| Disciplina | 006.31 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Machine learning
Application software Optical data processing Machine Learning Computer Applications Image Processing and Computer Vision |
| Soggetto non controllato |
Computer science
Machine learning Application software Optical data processing |
| ISBN | 3-030-38081-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Learning from our Movements - The Mobility Data Analytics Era -- Uncovering hidden concepts from AIS data: A network abstraction of maritime traffic for anomaly detection -- Nowcasting Unemployment Rates with Smartphone GPS data -- Online long-term trajectory prediction based on mined route patterns -- EvolvingClusters: Online Discovery of Group Patterns in Enriched Maritime Data -- Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams -- Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning -- A Neighborhood-augmented LSTM Model for Taxi-Passenger Demand Prediction -- Multi-Channel Convolutional Neural Networks for Handling Multi-Dimensional Semantic Trajectories and Predicting Future Semantic Locations. |
| Record Nr. | UNISA-996418318303316 |
Tserpes Konstantinos
|
||
| Springer Nature, 2020 | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||