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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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Artificial Intelligence - Intelligent Art? : Human-Machine Interaction and Creative Practice
| Artificial Intelligence - Intelligent Art? : Human-Machine Interaction and Creative Practice |
| Autore | Voigts-Virchow Eckart |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Bielefeld : , : transcript Verlag, , 2024 |
| Descrizione fisica | 1 online resource (293 pages) |
| Disciplina | 700.285 |
| Altri autori (Persone) |
AuerRobin Markus
ElfleinDietmar KunasSebastian RöhnertJan SeelingerChristoph |
| Collana | Digitale Gesellschaft Series |
| Soggetto topico | SOCIAL SCIENCE / Media Studies |
| Soggetto non controllato |
AI Art
Art Creativity Digital Media Digitalization GAN GPT Literature Machine Learning Media Aesthetics Media Art Media Philosophy Media Studies Media Music NLP |
| ISBN |
9783839469224
3839469228 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Contents -- Artificial Intelligence – Intelligent Art? An Introduction -- AI, Automation, Creativity, Cognitive Labor -- Dumb Meaning: Machine Learning and Artificial Semantics -- Artist-Guided Neural Networks – Automated Creativity or Tools for Extending Minds? -- Embodied Voice and AI: a Techno-Social System in Miniature -- Sound of Contagion – An Artistic Research Project Exploring A.I. as a Creative Tool for Transmedial Storytelling -- Challenges and Opportunities for Computational Construction of Narratives -- The Marcel Duchamp Case in, against, or after Artificial Creativity -- Creativity and Function -- Contemplating Automaton Consciousness through Creativity in Rokuro Inui’s Automatic Eve -- Where Machine and Muse Meet – Towards a Creativity of AI Art -- Material Films in the Age of Artificial Intelligence. Some Remarks on Automated Creativity in Contemporary Experimental Film -- Dear GPT-3: Collaborative Writing with Neural Networks -- AFFIRMATIVE – REJECT. With and Against AI -- Artificial Intelligence in Songwriting and Composing – Perspectives and Challenges in Creative Practices -- On Human-Machine Relationship and the Notion of an Artificial Intelligence in Musical Practice -- The Upcoming Change in Human Musical Thinking. What Does a Music Professional do in the Age of AI? -- The Roughness of Neural Networks. Jimi Hendrix, Holly Herndon, GPT-3, Timbre Transfer and the Promising Failure Aesthetics of Musical AIs -- Digital Aesthetics: A Symbolism of the Body and a More-than-Human Mode of Enquiry -- About the Authors |
| Record Nr. | UNINA-9910861956903321 |
Voigts-Virchow Eckart
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| Bielefeld : , : transcript Verlag, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Dealing with Data Pocket Primer
| Dealing with Data Pocket Primer |
| Autore | Campesato Oswald |
| Pubbl/distr/stampa | Bloomfield : , : Mercury Learning & Information, , 2022 |
| Descrizione fisica | 1 online resource (246 pages) |
| Disciplina | 001.42 |
| Collana | Computing |
| Soggetto topico |
Quantitative research - Reliability
Quantitative research - Data processing |
| Soggetto non controllato |
NLP
Pandas RDBMS SQL computer science data analytics data cleaning data visualization programming python statistics |
| ISBN |
1-5231-4740-7
1-68392-818-0 1-68392-819-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Contents -- Preface -- Chapter 1: Introduction to Probability and Statistics -- Chapter 2: Working with Data -- Chapter 3: Introduction to Pandas -- Chapter 4: Introduction to RDBMS and SQL -- Chapter 5: Working with SQL and MySQL -- Chapter 6: NLP and Data Cleaning -- Chapter 7: Data Visualization -- Index |
| Record Nr. | UNINA-9910795724303321 |
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Campesato Oswald
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| Bloomfield : , : Mercury Learning & Information, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Dealing with Data Pocket Primer
| Dealing with Data Pocket Primer |
| Autore | Campesato Oswald |
| Pubbl/distr/stampa | Bloomfield : , : Mercury Learning & Information, , 2022 |
| Descrizione fisica | 1 online resource (246 pages) |
| Disciplina | 001.42 |
| Collana | Computing |
| Soggetto topico |
Quantitative research - Reliability
Quantitative research - Data processing |
| Soggetto non controllato |
NLP
Pandas RDBMS SQL computer science data analytics data cleaning data visualization programming python statistics |
| ISBN |
1-5231-4740-7
1-68392-818-0 1-68392-819-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Contents -- Preface -- Chapter 1: Introduction to Probability and Statistics -- Chapter 2: Working with Data -- Chapter 3: Introduction to Pandas -- Chapter 4: Introduction to RDBMS and SQL -- Chapter 5: Working with SQL and MySQL -- Chapter 6: NLP and Data Cleaning -- Chapter 7: Data Visualization -- Index |
| Record Nr. | UNINA-9910823375903321 |
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Campesato Oswald
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| Bloomfield : , : Mercury Learning & Information, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Knowledge Manageation and Big Data: Implications for Sustainability, Policy Making and Competitiveness
| Knowledge Manageation and Big Data: Implications for Sustainability, Policy Making and Competitiveness |
| Autore | Lytras Miltiadis |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 online resource (416 p.) |
| Soggetto topico | Education |
| Soggetto non controllato |
absorptive capacity
administrative file administrative procedure bibliometric big data Big Data big data analysis big data environment business intelligence citizen-scientist climate change cloud computing cloud data governance co-citation network collaboration network communication competitive advantage conceptual maturity model corporate sustainability crowdsourcing data analysis data governance disruptive innovation education emerging trends employee loyalty-EL heterogeneous architectures holistic human capital human capital investment hybrid neural networks IC manufacturing innovation innovation capability innovation performance intellectual structure internal social networks international technological collaboration Jordan key performance indicators keywords analysis knowledge assets knowledge creation knowledge creation process knowledge embeddedness knowledge management knowledge mapping knowledge sharing knowledge specificity leadership linked data mechanical patent classification MTurk multi-dimensional data model new ventures NLP ontology design open data P-PLAN patent analysis patent association analysis personalized business mode process innovation capability product innovation capability project-based organization PROV-O provenance quality orientation of employees-QOE RDF risk perception six sigma smart education social capital social media social network analysis social networks strategic decision-making structural equation model sustainability sustainable competitive advantage sustainable development systematic review taxonomy technological information technology acceptance model technology-enhanced learning process text feature extraction text mining text structure top management team training transformational training programs-TTP universities user acceptance visualizing |
| ISBN | 3-03928-009-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Knowledge Manageation and Big Data |
| Record Nr. | UNINA-9910367735703321 |
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Lytras Miltiadis
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| 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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RECAA - Werkzeugunterstützung in der Anforderungserhebung
| RECAA - Werkzeugunterstützung in der Anforderungserhebung |
| Autore | Körner Sven J |
| Pubbl/distr/stampa | KIT Scientific Publishing, 2014 |
| Descrizione fisica | 1 online resource (XX, 256 p. p.) |
| Soggetto non controllato |
NLP
NLPRequirements Engineering Ontologien Ontology Requirements Engineering Software Development Softwareentwicklung |
| ISBN | 1000039460 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | ger |
| Record Nr. | UNINA-9910347053603321 |
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Körner Sven J
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| KIT Scientific Publishing, 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Robotic Platforms for Assistance to People with Disabilities
| Robotic Platforms for Assistance to People with Disabilities |
| Autore | Jara Carlos A |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (130 p.) |
| Soggetto topico |
Humanities
Social interaction |
| Soggetto non controllato |
assistive robotics
brain-machine interfaces collaborative robots dialogue system EEG electronic platform exoskeleton hand motor rehabilitation hand pose human pose estimation human-robot interaction knowledge graph machine learning motor imagery multimodal interfaces n/a navigation system NLP physical human-robot interaction reasoning robotic exoskeleton robotic rehabilitation sEMG sensors social robot visually impaired assistance wearables |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910566465803321 |
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Jara Carlos A
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The Impact of Mobile Technology in the Battle against COVID-19 : Successes and Failures
| The Impact of Mobile Technology in the Battle against COVID-19 : Successes and Failures |
| Autore | Giansanti Daniele |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (192 p.) |
| Soggetto topico | Medical equipment and techniques |
| Soggetto non controllato |
adult
Al Hassa COVID-19 COVID-19 pandemic desire to eat digital content value chain digital divide digital health eHealth electronic surveys food choice frail people healthcare professionals heuristic evaluation infodemic infodemiology infoveillance Mawid app medical devices mHealth mobile application mobile health app mobile technology n/a needs assessment NLP opioid use disorder treatment pandemic physical activity positive emotions post-lockdown primary healthcare centers public health qualitative rare diseases remote assistance remote rehabilitation SARS-CoV-2 SARS-CoV2 Saudi Arabia sedentary behavior smartphone social media survey technology telehealth telehealth services telemedicine telemonitoring telerehabilitation usability vaccines |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Impact of Mobile Technology in the Battle against COVID-19 |
| Record Nr. | UNINA-9910585945203321 |
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Giansanti Daniele
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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