Autore	Berthold Michael
Edizione	[1st ed. 2020.]
Pubbl/distr/stampa	Cham, : Springer Nature, 2020
Descrizione fisica	1 online resource (XIV, 588 p. 210 illus., 132 illus. in color.)
Disciplina	005.74
Collana	Information Systems and Applications, incl. Internet/Web, and HCI
Soggetto topico	Database management Data mining Computers Machine learning Computer organization Database Management Data Mining and Knowledge Discovery Computing Milieux Machine Learning Computer Systems Organization and Communication Networks
Soggetto non controllato	Database Management Data Mining and Knowledge Discovery Computing Milieux Machine Learning Computer Systems Organization and Communication Networks open access data mining learning systems classification clustering semantics learning algorithms supervised learning association rules social networks graphic methods neural networks artificial intelligence computer vision correlation analysis databases education engineering graph theory image analysis Databases Database programming Data mining Expert systems / knowledge-based systems Information technology: general issues Machine learning Computer networking & communications
ISBN	3-030-44584-4
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder -- Dual Sequential Variational Autoencoders for Fraud Detection -- A Principled Approach to Analyze Expressiveness and Accuracy of Graph Neural Networks -- Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams -- GraphMDL: Graph Pattern Selection Based on Minimum Description Length -- Towards Content Sensitivity Analysis -- Gibbs Sampling Subjectively Interesting Tiles -- Even Faster Exact k-Means Clustering -- Ising-Based Consensus Clustering on Special Purpose Hardware -- Transfer Learning by Learning Projections from Target to Source -- Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs -- Towards Evaluation of CNN Performance in Semantically Meaningful Latent Spaces -- Vouw: Geometric Pattern Mining Using the MDL Principle -- A Consensus Approach to Improve NMF Document Clustering -- Discriminative Bias for Learning Probabilistic Sentential Decision Diagrams -- Widening for MDL-Based Retail Signature Discovery -- Addressing the Resolution Limit and the Field of View Limit in Community Mining -- Estimating Uncertainty in Deep Learning for Reporting Confidence: An Application on Cell Type Prediction in Testes Based on Proteomics -- Adversarial Attacks Hidden in Plain Sight -- Enriched Weisfeiler-Lehman Kernel for Improved Graph Clustering of Source Code -- Overlapping Hierarchical Clustering (OHC) -- Digital Footprints of International Migration on Twitter -- Percolation-Based Detection of Anomalous Subgraphs in Complex Networks -- A Late-Fusion Approach to Community Detection in Attributed Networks -- Reconciling Predictions in the Regression Setting: an Application to Bus Travel Time Prediction -- A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization -- Actionable Subgroup Discovery and Urban Farm Optimization -- AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model -- Detection of Derivative Discontinuities in Observational Data -- Improving Prediction with Causal Probabilistic Variables -- DO-U-Net for Segmentation and Counting -- Enhanced Word Embeddings for Anorexia Nervosa Detection on Social Media -- Event Recognition Based on Classification of Generated Image Captions -- Human-to-AI Coach: Improving Human Inputs to AI Systems -- Aleatoric and Epistemic Uncertainty with Random Forests -- Master your Metrics with Calibration -- Supervised Phrase-Boundary Embeddings -- Predicting Remaining Useful Life with Similarity-Based Priors -- Orometric Methods in Bounded Metric Data -- Interpretable Neuron Structuring with Graph Spectral Regularization -- Comparing the Preservation of Network Properties by Graph Embeddings -- Making Learners (More) Monotone -- Combining Machine Learning and Simulation to a Hybrid Modelling Approach -- LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification -- Angle-Based Crowding Degree Estimation for Many-Objective Optimization.
Record Nr.	UNISA-996418219903316

Autore	Santamaria Pietro
Pubbl/distr/stampa	MDPI - Multidisciplinary Digital Publishing Institute, 2019
Descrizione fisica	1 electronic resource (174 p.)
Soggetto non controllato	polyphenols landraces artichoke wild edible plants microsatellite marker mountain agriculture HPLC analyses Posidonia oceanica (L.) Delile apulian landraces traditional crops genetic reserve landrace meristem-tip culture databases long storage time Tanzania cultivated vegetables crop wild relative history safeguarding nutrition conservation Crithmum maritimum L. Italy crop population Tiggiano carrot germplasm local varieties in situ conservation homegardens thermotherapy genetic resources Solanum lycopersicum L. plant genetic resources recovery vegetables sanitation agriculture ecology domestication heavy metal ecotype cropping patterns virus-sanitation agrobiodiversity ecotypes Apium graveolens genetic distance genetic variability plant genetic resources populations food safety neglected and underutilized species heirloom geographical origin area seed bank climate change adaptation bioactive compounds genetic differentiation growing substrate characterization
ISBN	3-03897-721-7
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Record Nr.	UNINA-9910346853203321

Autore	Shoham Sharon
Pubbl/distr/stampa	Cham, : Springer Nature, 2022
Descrizione fisica	1 online resource (560 pages) : illustrations (black and white)
Altri autori (Persone)	VizelYakir
Collana	Lecture notes in computer science
Soggetto topico	Computer software - Verification
Soggetto non controllato	architecting architecture verification and validation artificial intelligence computer programming computer science computer systems databases distributed computer systems embedded systems engineering formal languages formal logic linguistics mathematics model checking software architecture software design software engineering software quality theoretical computer science
ISBN	3-031-13188-6
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Record Nr.	UNISA-996485664103316

Autore	Lu Wei
Edizione	[1st ed.]
Pubbl/distr/stampa	Singapore : , : Springer, , 2023
Descrizione fisica	1 electronic resource (239 p.)
Altri autori (Persone)	ZhangYuqing WenWeiping YanHanbing LiChao
Collana	Communications in Computer and Information Science
Soggetto topico	Computer security Computer networking & communications Artificial intelligence Legal aspects of IT Network security
Soggetto non controllato	application service layer artificial intelligence communication systems computer crime computer networks computer security computer systems cryptography cyber security data communication systems data security databases machine learning network protocols network security privacy signal processing telecommunication networks telecommunication systems
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Record Nr.	UNISA-996503561903316