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Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications
| Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications |
| Autore | Vitelli Massimo |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (280 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
adaptive neuro-fuzzy inference systems
ANFIS artificial neural network artificial neural networks clear sky irradiance clustering-based PV fault detection COA complex network analysis data fusion deterioration deterministic optimization algorithm diffractive grating diffractive optical element double flames generation (DFG) strategy duty cycle environmental parameters fault prognosis feed-forward neural networks finite difference time domain genetic algorithm global horizontal irradiance global optimization gradient descent hot spot image processing implicit model solution integrated energy systems linear approximation long short-term memory LSTM cell machine learning mathematical modeling maximum power point tracking metaheuristic optimization algorithm moth-flame optimization MPPT algorithm multiple regression model national power system optical modelling parameter extraction partial shading particle swarm optimization-artificial neural networks performances evaluation persistent predictor photovoltaic array photovoltaic model photovoltaic module photovoltaic plants photovoltaic power prediction photovoltaic system photovoltaic systems photovoltaics publicly available weather reports PV fleet PV power prediction PVs power output forecasting recurrent neural networks renewable energy self-imputation sensor network series-parallel single stage grid connected systems single-diode model smart energy management solar cell optimization Solar cell parameters solar concentrator solar irradiation spectral beam splitting statistical method sustainable development thermal image two-diode model unsupervised learning |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557297703321 |
Vitelli Massimo
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computational Optimizations for Machine Learning
| Computational Optimizations for Machine Learning |
| Autore | Gabbay Freddy |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (276 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
ARIMA model
artificial intelligence autoencoders bed roughness bio-inspired algorithms CNN architecture computational intelligence convolutional neural network deep compression deep learning deep neural networks DNN energy dissipation evolution of weights evolutionary algorithms evolutionary computation feature selection floating-point numbers FLOW-3D generalization error genetic algorithms hardware acceleration Heating, Ventilation and Air Conditioning (HVAC) hydraulic jumps low power machine learning meta-heuristic optimization metaheuristics search model predictive control multi-objective optimization nature inspired algorithms neural networks nonlinear systems online model selection online optimization precipitation nowcasting quantization radar data recurrent neural networks ReLU sensitivity analysis smart building soft computing swarm intelligence time series analysis training |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557610303321 |
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Gabbay Freddy
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Current Approaches and Applications in Natural Language Processing
| Current Approaches and Applications in Natural Language Processing |
| Autore | Montejo-Ráez Arturo |
| Descrizione fisica | 1 online resource (476 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
abstractive summarization
Arabic attention mechanism attention model automatic classification automatic hate speech detection Bert BERT model cause-effect relation clinical text conceptual modeling concreteness conditional random field conversational AI curriculum learning data privacy deception deep learning deep neural networks DISC model discourse analysis discriminant function analysis distributional semantics document representation dual multi-head attention dual-stacked output electronic health records entity embedding entity linking fake news detection fastText feature fusion federated learning fine-grained named entity recognition fine-tuning geospatial data technology and application global model information retrieval intent detection inter-information relationship k-stacked feature fusion knowledge graph language marker language model Latin American Spanish language models LIME linguistic corpus linguistic cues LIWC machine learning machine learning classifiers machine reading comprehension machine translation mental disorder monolingual models mT5 multi-lingual transformer model multi-modal dataset multi-modal language model multilingual models multilingual pre-trained language model multinomial naive bayes multisource feature extraction n/a named entity recognition named-entity recognition natural language processing neural machine translation neural networks personality recognition pre-trained model predictive model pretrained language model problem-solution pattern quality estimation query expansion query generation question answering question difficult estimation recurrent neural networks relationship extraction relevance feedback retrieval-based question answering RobBERT semantic analysis sentiment analysis slot filling social media spaCy stance detection statistical analysis task-oriented dialogue systems text analysis text classification topic modeling transfer learning transformer transformer models transitive closure trend analysis unbalanced data problem universal representation Wikimedia Commons WMT word co-occurrence word embeddings |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910595079903321 |
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Montejo-Ráez Arturo
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| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Data Analytics and Applications of the Wearable Sensors in Healthcare
| Data Analytics and Applications of the Wearable Sensors in Healthcare |
| Autore | Syed Abdul Shabbir |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (498 p.) |
| Soggetto topico |
Humanities
Social interaction |
| Soggetto non controllato |
accelerometer
accelerometers accidental falls actigraph actigraphy action research arm test activities of daily living activity monitoring activity recognition and monitoring artificial intelligence behaviour analysis biofeedback biomedical signal processing biomedical technology bispectrum body worn sensors calibration cameras citizen science classifier efficiency classifier optimization clothing sensors cluster analysis conductive gels cross correlation analysis data compression deep learning denoising disease prevention edge computing eHealth electrocardiogram embedded system encoding energy expenditure entropy exercise experiment exercise intervention exercise therapy fall detection feature extraction feature selection filtering algorithm free-living frequency-domain features functional decline Gaussian mixture model GENEactiv accelerometer genetic algorithm GIS GPS gyroscope health healthcare healthcare movement sensing heart failure (HF) heart rate heart rate variability heat stroke hemodialysis hidden Markov model human activity recognition human factors human movement impedance pneumography inertial measurement unit inertial measurement units integration IoT IoT wearable monitor latent features left ventricular ejection fraction (LVEF) longitudinal study LSTM machine learning machine learning for real-time applications magnetometer mechanocardiogram (MCG) MIMU mobile health monitoring motion motion sensors multivariate analysis musculoskeletal disorders myocardial ischemia n/a neural network non-contact sensor non-wearable sensors noncontact electrode occupational healthcare one-class classification optoelectronic plethysmography orientation-invariant sensing orthopedics P-Ergonomics pacemaker patient health and state monitoring pattern classification performance measures personal risk detection physical activity physical activity classification physical activity type physical workload physiological parameters posture analysis precision ergonomics predictive analytics principal component analysis probabilistic inference qualitative real-life real-world recurrent neural networks respiration rate respiratory monitoring sedentary behavior services signal analysis signal processing skill assessment smart clothes smart textiles spinal posture state space model supervised machine learning talking detection technology acceptance model (TAM) Telemedicine time-domain features upper extremity ventricular premature contraction walking wavelets wearable wearable biomedical sensors wearable device wearable devices wearable sensing wearable sensor wearable sensors wearable systems for healthcare wearables wellbeing at work wireless sensor network |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557288603321 |
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Syed Abdul Shabbir
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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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 |
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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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Natural Language Processing: Emerging Neural Approaches and Applications
| Natural Language Processing: Emerging Neural Approaches and Applications |
| Autore | Esposito Massimo |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (544 p.) |
| Soggetto topico |
Computer science
Information technology industries |
| Soggetto non controllato |
adversarial attack
adversarial example antonymy detection attention mechanism attention model BERT BERT word embedding bidirectional long short-term memory (bidirectional LSTM) bidirectional LSTM CRF bidirectional RNN bilingual translation BM25 Cantonese causal encoder chief complaint classification clinical named entity recognition cloze test CNN dictionary commonsense conditional random field CoNLL context-to-entity attention contextual features conversation knowledge convolutional neural networks convolutional neural networks (CNN) cross-lingual classification deep learning deep learning (DL) deep learning NER deep neural networks delayed combination dialogue context encoding dialogue management disease diagnosis Doc2vec dual pointer network encoder-decoder neural network encodings entity recognition error assessment error probability FAQ classification fixing ontologies information extraction knowledge base Korean dataset Korean syntax language modeling LaTeX decompilation logic error long short-term memory long short-term memory network LSTM machine comprehension medical specialist multi-agent reinforcement learning multi-level word embeddings multi-turn chatbot multilingual multilingual transformers multitask model n/a named entity recognition natural language processing Natural Language Processing (NLP) neural architecture search neural language model neural network neural networks news analysis NLP online social networks ontologies OntoNotes open information extraction paraphrase identification partial match polarity primary healthcare programming education protein-protein interactions quality metrics question classification quick fix R-GCNs recurrent neural networks reinforce learning relation extraction reward shaping rule-based rumor detection sememe prediction sememes sentence completion sentence retrieval sentiment analysis sentiment classification sequence similarity speech-to-text spoken natural language structural information text classification text mining text normalization text summary TF−ISF tourism big data toxic comments transfer learning user simulation virtual medical assistant WGAN-based response generation word embedding word embeddings word ordering word representation learning word to vector word2vec XGA model zero-shot learning |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Natural Language Processing |
| Record Nr. | UNINA-9910566478103321 |
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Esposito Massimo
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Real-Time Sensor Networks and Systems for the Industrial IoT
| Real-Time Sensor Networks and Systems for the Industrial IoT |
| Autore | Koulamas Christos |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (242 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
anomaly detection
BLE Long Range Bluetooth Low Energy (BLE) container controller area network convolutional neural networks cryptography deep sparse coding delay analysis fieldbus hardware design IEEE 802.11ah industrial control systems industrial internet of things Industrial Internet of Things (IIoT) industrial IoT ISA100.11a legacy production machinery LHC LoRa medication adherence medium access control monitoring and control system multi-channel processing multipath retransmission n/a Narrowband IoT (NB-IoT) neural networks compression real-time real-time condition monitoring real-time systems realtime wireless communication recurrent neural networks resource scheduling respiratory diseases security signal analysis simulation modeling Time Slotted Channel Hopping (TSCH) timeliness transmission scheduling scheme trust virtualization WiFi HaLow wireless local area network wireless networked control systems wireless networks Wireless Sensor and Actuator Networks (WSANs) WirelessHART WirelessHART network |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557745003321 |
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Koulamas Christos
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Sensors, Signal and Image Processing in Biomedicine and Assisted Living
| Sensors, Signal and Image Processing in Biomedicine and Assisted Living |
| Autore | Iakovidis Dimitris |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (312 p.) |
| Soggetto topico | Information technology industries |
| Soggetto non controllato |
action classification
action tremors ant colony optimization artificial neural network assisted living automatic classification Barrett neoplasia biomedicine biosensors Blind Source Separation brain cancer Brain-Computer Interface cognition color vision deficiency compressed sensing computer vision contact endoscopy contactless measurement Convolutional Neural Network convolutional neural networks convolutional neural networks (CNNs) deep learning Doppler radar electrocardiogram (ECG) coder eye tracking feature extraction feature selection Fitbit fuzzy sets genetic algorithm glioblastoma hardware friendly healthcare heart rate heart rate estimation Hexoskin high efficiency video coding human motor behavior human-computer interaction hyperspectral imaging image analysis image processing image re-coloring image-guided surgery infection diseases intraoperative imaging laryngeal cancer low complexity machine learning medical optics and biotechnology motorized wheelchair Movement Related Independent Component n/a narrow band imaging navigation non-uniform sampling optical pathology Oura Parkinson's disease particle swarm optimization pose tracking real-time processing recurrent neural networks RGB-thermal image processing sleep strain gauge support vector machine telecardiology tissue characterization tissue detection tissue diagnostics tremor quantification ultrasonic proximity sensors upper GI tract vehicular ad-hoc networks video pletysmography visual assistance visual perception visually challenged vital signs Wavelet Transform wearables Withings |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557758703321 |
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Iakovidis Dimitris
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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