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Information Theory and Machine Learning
| Information Theory and Machine Learning |
| Autore | Zheng Lizhong |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (254 p.) |
| Soggetto topico |
Technology: general issues
History of engineering & technology |
| Soggetto non controllato |
supervised classification
independent and non-identically distributed features analytical error probability empirical risk generalization error K-means clustering model compression population risk rate distortion theory vector quantization overfitting information criteria entropy model-based clustering merging mixture components component overlap interpretability time series prediction finite state machines hidden Markov models recurrent neural networks reservoir computers long short-term memory deep neural network information theory local information geometry feature extraction spiking neural network meta-learning information theoretic learning minimum error entropy artificial general intelligence closed-loop transcription linear discriminative representation rate reduction minimax game fairness HGR maximal correlation independence criterion separation criterion pattern dictionary atypicality Lempel–Ziv algorithm lossless compression anomaly detection information-theoretic bounds distribution and federated learning |
| ISBN | 3-0365-5308-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910619463403321 |
Zheng Lizhong
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| MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Trustworthiness in Mobile Cyber Physical Systems
| Trustworthiness in Mobile Cyber Physical Systems |
| Autore | Kang Kyungtae |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (190 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
adversarial robustness
adversarial training authentication authenticity AUTOSAR bootstrapping control-scheduling codesign controller area network bus DAG data quality deep neural network distillation DVFS dynamic signal control embedded system event-based systems formal verification forward privacy group mobility high-dimensionality in-vehicle network industry Intelligent Transportation System (ITS) intersection safety lagrange multiplier large-scale linear discriminant analysis mixed-criticality mobile cyber physical systems Mobile Cyber-Physical Systems (MCPS) Mobile Sink Groups (MSG) model checking model compression n/a PEKS power-aware random projection real-time data delivery real-time scheduling Red Light Runner (RLR) resiliency runnable scheduling searchable encryption secure AI security flaws security taxonomies SGX sustainability trusted execution environment weight pruning |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557531703321 |
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Kang Kyungtae
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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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