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Advanced Supervised and Semi-supervised Learning : Theory and Algorithms / / by Massih-Reza Amini
| Advanced Supervised and Semi-supervised Learning : Theory and Algorithms / / by Massih-Reza Amini |
| Autore | Amini Massih-Reza |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (XVIII, 309 p. 1 illus.) |
| Disciplina | 006.3 |
| Collana | Cognitive Technologies |
| Soggetto topico |
Artificial intelligence
Machine learning Information storage and retrieval systems Computer vision Python (Computer program language) Statistics Artificial Intelligence Machine Learning Information Storage and Retrieval Computer Vision Python Bayesian Inference |
| ISBN | 3-031-99928-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Fundamentals of Supervised Learning -- 2. Data-dependent generalization bounds -- 3. Descent direction optimization algorithms -- 4. Deep Learning -- 5. Support Vector Machines -- 6. Boosting -- 7. Semi-supervised Learning -- 8. Learning-To-Rank -- Appendix: Probability reminders. |
| Record Nr. | UNINA-9911034943203321 |
Amini Massih-Reza
|
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Learning with Partially Labeled and Interdependent Data / / by Massih-Reza Amini, Nicolas Usunier
| Learning with Partially Labeled and Interdependent Data / / by Massih-Reza Amini, Nicolas Usunier |
| Autore | Amini Massih-Reza |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (113 p.) |
| Disciplina |
004
006.3 006.312 519.5 |
| Soggetto topico |
Artificial intelligence
Data mining Statistics Artificial Intelligence Data Mining and Knowledge Discovery Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences |
| ISBN | 3-319-15726-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Introduction to learning theory -- Semi-supervised learning -- Learning with interdependent data. |
| Record Nr. | UNINA-9910299225203321 |
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Amini Massih-Reza
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, proceedings, Part III / / Massih-Reza Amini [and five others]
| Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, proceedings, Part III / / Massih-Reza Amini [and five others] |
| Autore | Amini Massih-Reza |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] |
| Descrizione fisica | 1 online resource (722 pages) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Data mining
Databases Machine learning |
| ISBN | 3-031-26409-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Deep learning -- robust and adversarial machine learning -- generative models -- computer vision -- meta-learning, neural architecture search. |
| Record Nr. | UNISA-996517754203316 |
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Amini Massih-Reza
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| Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, proceedings, Part II / / Massih-Reza Amini [and five others]
| Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, proceedings, Part II / / Massih-Reza Amini [and five others] |
| Autore | Amini Massih-Reza |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] |
| Descrizione fisica | 1 online resource (797 pages) |
| Disciplina | 006.31 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Data mining
Databases Machine learning |
| ISBN | 3-031-26390-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Networks and graphs -- knowledge graphs -- social network analysis -- graph neural networks -- natural language processing and text mining -- conversational systems. |
| Record Nr. | UNISA-996517753803316 |
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Amini Massih-Reza
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||
| Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, proceedings, Part V / / Massih-Reza Amini [and five others]
| Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, proceedings, Part V / / Massih-Reza Amini [and five others] |
| Autore | Amini Massih-Reza |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] |
| Descrizione fisica | 1 online resource (669 pages) |
| Disciplina | 006.31 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Data mining
Databases Machine learning |
| ISBN | 3-031-26419-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Supervised learning -- Probabilistic inference -- Optimal transport -- Optimization -- Quantum, hardware -- Sustainability. |
| Record Nr. | UNISA-996517753703316 |
|
Amini Massih-Reza
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||
| Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part V / / edited by Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas
| Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part V / / edited by Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas |
| Autore | Amini Massih-Reza |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (669 pages) |
| Disciplina | 006.31 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computer science - Mathematics Computers Computer engineering Computer networks Application software Image processing - Digital techniques Computer vision Artificial Intelligence Mathematics of Computing Computing Milieux Computer Engineering and Networks Computer and Information Systems Applications Computer Imaging, Vision, Pattern Recognition and Graphics |
| ISBN |
9783031264191
3031264193 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Supervised learning -- Probabilistic inference -- Optimal transport -- Optimization -- Quantum, hardware -- Sustainability. |
| Record Nr. | UNINA-9910682565803321 |
|
Amini Massih-Reza
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part III / / edited by Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas
| Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part III / / edited by Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas |
| Autore | Amini Massih-Reza |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (722 pages) |
| Disciplina |
006.3
006.31 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computer science - Mathematics Computer vision Computer networks Computers, Special purpose Computer engineering Artificial Intelligence Mathematics of Computing Computer Vision Computer Communication Networks Special Purpose and Application-Based Systems Computer Engineering and Networks |
| ISBN |
9783031264092
3031264096 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Deep learning -- robust and adversarial machine learning -- generative models -- computer vision -- meta-learning, neural architecture search. |
| Record Nr. | UNINA-9910682567903321 |
|
Amini Massih-Reza
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part II / / edited by Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas
| Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part II / / edited by Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas |
| Autore | Amini Massih-Reza |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (797 pages) |
| Disciplina | 006.31 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computer engineering Computer networks Machine learning Graph theory Neural networks (Computer science) Language and languages - Study and teaching Artificial Intelligence Computer Engineering and Networks Machine Learning Graph Theory Mathematical Models of Cognitive Processes and Neural Networks Language Teaching and Learning |
| ISBN |
9783031263903
3031263901 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Networks and graphs -- knowledge graphs -- social network analysis -- graph neural networks -- natural language processing and text mining -- conversational systems. |
| Record Nr. | UNINA-9910682567203321 |
|
Amini Massih-Reza
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||