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Advanced Machine Learning Applications in Big Data Analytics
| Advanced Machine Learning Applications in Big Data Analytics |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Descrizione fisica | 1 online resource (654 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
1D quadratic chaotic system
adaptive learning adversarial attacks ARMA attentional mechanisms BaaS system bagging model behavior detection blockchain consensus algorithm border patrol BP butterfly optimization algorithm capacitated vehicle routing planning CBAM CBCFI classification algorithms cloud clustering algorithms CNN color image combined prediction model community clustering complementary ensemble empirical mode decomposition (CEEMD) composite multi-scale dispersion entropy computer vision concept drift confidentiality management convolutional neural networks coupled map lattice COVID-19 crisscross search data stream mining deep belief network deep feature deep learning design science research differential evolution digital archives disease classification DNA coding DNA computing DNA sequences design document classification dual-update strategy ELM embedding propagation emotion-cause pair extraction energy storage error coefficient event extraction event trigger words event type extreme learning machine fault diagnosis feature selection financial time series forecasting flight safety forecasting forex GA generative adversarial network global optimization GM graph attention network graph convolutional network graph neural network gravity search hash function health Hemerocallis citrina Baroni heterogeneous graph hierarchical clustering hierarchical model high-plateau flight hybrid model hyperspectral image classification image classification image encryption improved matrix particle swarm optimization algorithm (IMPSO) incremental learning information system information systems infrared Jaccard distance KNN least squares method lightweight neural networks long short-term memory network machine learning maturity detection mean absolute error mean-semivariance model membership grade meta-heuristic model predictive control multi-behavior recommendation multi-strategy MultiRocket n/a neural architecture search neural networks NLP object detection online learning opposition-based learning output optimization overseas Chinese associations particle swarm optimization peak shaving and frequency regulation performance analysis pilot abnormal behavior pixel level polymorphic mapping portfolio optimization principal component analysis PROPHET PSO quantum dynamics quick access recorder random replacement ridge regression saving mileage sequential recommendation service level agreement short-term traffic-flow forecasting signal-to-noise ratio distance sliding window spatial-temporal systems splicing model stacking model stock announcement news stock return support vector machine support vector machine swarm intelligence support vector machines swarm intelligence talent stability prediction target detection time series time series classification tomato leaf traffic flow forecasting transaction priority variational mode decomposition warning system whale optimization algorithm YOLOv4 algorithm YOLOv5 algorithm |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743276603321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| 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 |
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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Sensor Signal and Information Processing III
| Sensor Signal and Information Processing III |
| Autore | Woo Wai Lok |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (394 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
ADMM
Akaike information criterion aluminum ingot audio signal processing Bayesian tracking blind signal separation brain CT image brain-computer interface complexity compressed sensing computational efficiency computed tomography cosine loss CSI cyclic spectrum data reduction decision tree-support vector machine deep learning dictionary learning Difference of Gaussian dual-function radar-communications EEG equivalent bias angles fingerprinting frequency-hopping code gearbox fault geometric calibration high-order cumulant human-robot interaction image captioning image reconstruction image registration inception-v3 indoor localization information embedding internet of things Internet of Things (IoT) inverse problems kalman filter Laplacian scores large deformation linear array push-broom sensor long short-term memory network long- and short-period errors LoRaWAN low-dose CT machine learning mask gradient response medical image registration micro-vibration modulation classification motor imagery multiple-input multiple-output (MIMO) mutual information (mi) n/a neural network noise filtering non-rigid transformation nonlinear autoregressive nonlocal total variation nonnegative matric factorization permutation entropy (PE) pianists proximal splitting reaction wheel registration accuracy reverse dispersion entropy (RDE) reverse permutation entropy (RPE) row-action sensor signal sensors signal denoising signal detection similarity measure singular value decomposition sleep stage sound event classification sparse recovery sparse-view CT spectroscopy stable recovery state space model support vector machines surface inspection tensor principal component pursuit tensor SVD the multi-inputs convolutional neural networks the single shot multibox detector networks three-dimensional (3D) vision time series analysis waveform optimization wavelet packet weakly supervised weighted-permutation entropy (W-PE) wind turbine |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557693303321 |
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Woo Wai Lok
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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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