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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 electronic resource (544 p.) |
| Soggetto topico |
Information technology industries
Computer science |
| Soggetto non controllato |
tourism big data
text mining NLP deep learning clinical named entity recognition information extraction multitask model long short-term memory conditional random field relation extraction entity recognition long short-term memory network multi-turn chatbot dialogue context encoding WGAN-based response generation BERT word embedding text summary reinforce learning FAQ classification encoder-decoder neural network multi-level word embeddings BERT bidirectional RNN cloze test Korean dataset machine comprehension neural language model sentence completion primary healthcare chief complaint virtual medical assistant spoken natural language disease diagnosis medical specialist protein-protein interactions deep learning (DL) convolutional neural networks (CNN) bidirectional long short-term memory (bidirectional LSTM) dialogue management user simulation reward shaping conversation knowledge multi-agent reinforcement learning language modeling classification error probability error assessment logic error neural network LSTM attention mechanism programming education neural architecture search word ordering Korean syntax adversarial attack adversarial example sentiment classification dual pointer network context-to-entity attention text classification rule-based word embedding Doc2vec paraphrase identification encodings R-GCNs contextual features sentence retrieval TF−ISF BM25 partial match sequence similarity word to vector word embeddings antonymy detection polarity text normalization natural language processing deep neural networks causal encoder question classification multilingual convolutional neural networks Natural Language Processing (NLP) transfer learning open information extraction recurrent neural networks bilingual translation speech-to-text LaTeX decompilation word representation learning word2vec sememes structural information sentiment analysis zero-shot learning news analysis cross-lingual classification multilingual transformers knowledge base commonsense sememe prediction attention model ontologies fixing ontologies quick fix quality metrics online social networks rumor detection Cantonese XGA model delayed combination CNN dictionary named entity recognition deep learning NER bidirectional LSTM CRF CoNLL OntoNotes toxic comments neural networks |
| 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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New Research and Trends in Higher Education
| New Research and Trends in Higher Education |
| Autore | Sousa Maria José |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (418 p.) |
| Soggetto topico |
Humanities
Education |
| Soggetto non controllato |
higher education students
social responsibility private and state institutions Romania Patagonia trekking nature goodness of humankind culture individuality reflexivity qualitative research validation mastery task performance ego spiritual intelligence emotional intelligence leadership education satisfaction educational management average satisfaction index IFPI Brazil transversal competences engineering students higher education virtual reality learning analytics STEM education instructional design accountant professions digital professional bodies higher education institutions learning models use of ICTs veterinarian education COVID-19 learning contexts operational assistants training evaluation educational public policies academic fraud academic integrity perceptions students distance learning online learning digital pedagogies financial education personality traits financial behavior university students academic burnout stress quantitative research coping strategies medication mechatronics experiential learning creative thinking critical thinking robotics thinking skills subsumption architecture mobile robot educational system project-based learning employers' engagement employability multi-stakeholder partnership emergency online learning emergency online teaching lecturers Portugal sentiment analysis resilience validity resilience scale-10 peer assessment peer review collaborative evaluation rubric educational virtual environment gamification 3D modeling cultural heritage cyber-archaeology microscope postsecondary education community service civic engagement educational attainment OECD country hierarchical linear model (HLM) PIAAC soft skills inclusion teachers of special education teacher profile effective communication self-directed learning learning tasks student surveys university didactics STEM undergraduates instructional data teaching practices instructional technology assessment student reflection on learning policy architectural education architectural studies admission exam in drawing drawing concept knowledge integration macro-concept language of science network analysis photosynthesis biology education science education |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557895503321 |
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Sousa Maria José
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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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Risk Measures with Applications in Finance and Economics
| Risk Measures with Applications in Finance and Economics |
| Autore | Wong Wing-Keung |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (536 p.) |
| Soggetto non controllato |
risk assessment
VIX business groups SHARE asymptotic approximation European stock markets whole life insurance dynamic hedging risk-neutral distribution cooperative banks Data Envelopment Analysis (DEA) group-affiliated early warning system factor models smoothing process GMC falsified products S&P 500 index options credit derivatives corporate sustainability term life insurance risk management crude oil financial stability social efficiency dynamic conditional correlation emerging market out-of-sample forecast financial crisis binomial tree news release green energy perceived usefulness Bayesian approach two-level optimization probability of default bank risk SYMBOL information asymmetry CoVaR probabilistic cash flow japonica rice production bank profitability Monte Carlo Simulations gain-loss ratio coherent risk measures Mezzanine Financing national health system option value conscientiousness online purchase intention Slovak enterprises spot and futures prices liquidity premium institutional voids utility random forests bankruptcy optimizing financial model sustainable food security system dynamic panel co-dependence modelling financial performance time-varying correlations Project Financing future health risk generalized autoregressive score functions volatility spillovers financial risks simulations life insurance emotion finance risk markov regime switching diversification production frontier function Granger causality health risk risks mitigation returns and volatility sadness low-income country the sudden stop of capital inflow bank failure China’s food policy objective health status IPO underpricing polarity climate change stock return volatility sentiment analysis empirical process full BEKK stochastic frontier model perceived ease of use volatility transmission openness to experience sustainability low carbon targets quasi likelihood ratio (QLR) test banking regulation sustainable development specification testing fossil fuels time-varying copula function tree structures monthly CPI data coal cartel regular vine copulas sustainability of economic recovery ANN EGARCH-m financial security leniency program financial hazard map uncertainty termination causal path stakeholder theory technological progress banking investment horizon regression model two-level CES function joy the optimal scale of foreign exchange reserve carbon emissions stochastic volatility B-splines self-perceived health sovereign credit default swap (SCDS) RV5MIN utility maximization credit risk policy simulation socially responsible investment portfolio selection scientific verification European banking system risk-free rate wild bootstrap medication investment profitability Amihud’s illiquidity ratio multivariate regime-switching inflation forecast risk aversion market timing need hierarchy theory variance diagonal BEKK conjugate prior risk moving averages financial risk risk measures |
| ISBN | 3-03897-444-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346660703321 |
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Wong Wing-Keung
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Sentiment Analysis for Social Media
| Sentiment Analysis for Social Media |
| Autore | Moreno Antonio |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (152 p.) |
| Soggetto non controllato |
opinion mining
affect computing health insurance hybrid vectorization violence against women word association collaborative schemes of sentiment analysis and sentiment systems random forest cyber-aggression deep learning online review emotion analysis lexicon construction provider networks text mining sentiment lexicon social media sentiment-aware word embedding psychographic segmentation medical web forum gender classification racism sentiment analysis sentiment classification sentiment word analysis social networks convolutional neural network review data mining machine learning emotion classification big data-driven marketing text feature representation recommender system user preference prediction violence based on sexual orientation semantic networks |
| ISBN | 3-03928-573-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910404092303321 |
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Moreno Antonio
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| MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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