08304nam 22007575 450 99646646380331620200703201537.03-030-10928-310.1007/978-3-030-10928-8(CKB)4100000007522527(DE-He213)978-3-030-10928-8(MiAaPQ)EBC5925326(PPN)233799524(EXLCZ)99410000000752252720190122d2019 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierMachine Learning and Knowledge Discovery in Databases[electronic resource] European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part II /edited by Michele Berlingerio, Francesco Bonchi, Thomas Gärtner, Neil Hurley, Georgiana Ifrim1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (XXX, 866 p. 463 illus., 192 illus. in color.) Lecture Notes in Artificial Intelligence ;110523-030-10927-5 Graphs -- Temporally Evolving Community Detection and Prediction in Content-Centric Networks -- Local Topological Data Analysis to Uncover the Global Structure of Data Approaching Graph-Structured Topologies -- Similarity Modeling on Heterogeneous Networks via Automatic Path Discovery -- Dynamic hierarchies in temporal directed networks -- Risk-Averse Matchings over Uncertain Graph Databases -- Discovering Urban Travel Demands through Dynamic Zone Correlation in Location-Based Social Networks -- Social-Affiliation Networks: Patterns and the SOAR Model -- ONE-M: Modeling the Co-evolution of Opinions and Network Connections -- Think before You Discard: Accurate Triangle Counting in Graph Streams with Deletions -- Semi-Supervised Blockmodelling with Pairwise Guidance -- Kernel Methods -- Large-scale Nonlinear Variable Selection via Kernel Random Features -- Fast and Provably Effective Multi-view Classification with Landmark-based SVM -- Nyström-SGD: Fast Learning of Kernel-Classifiers with Conditioned Stochastic Gradient Descent -- Learning Paradigms -- Hyperparameter Learning for Conditional Kernel Mean Embeddings with Rademacher Complexity Bounds -- Deep Learning Architecture Search by Neuro-Cell-based Evolution with Function-Preserving Mutations -- VC-Dimension Based Generalization Bounds for Relational Learning -- Robust Super-Level Set Estimation using Gaussian Processes -- Robust Super-Level Set Estimation using Gaussian Processes -- Scalable Nonlinear AUC Maximization Methods -- Matrix and Tensor Analysis -- Lambert Matrix Factorization -- Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition -- MASAGA: A Linearly-Convergent Stochastic First-Order Method for Optimization on Manifolds -- Block CUR: Decomposing Matrices using Groups of Columns -- Online and Active Learning -- SpectralLeader: Online Spectral Learning for Single Topic Models -- Online Learning of Weighted Relational Rules for Complex Event Recognition -- Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees -- Online Feature Selection by Adaptive Sub-gradient Methods -- Frame-based Optimal Design -- Hierarchical Active Learning with Proportion Feedback on Regions -- Pattern and Sequence Mining -- An Efficient Algorithm for Computing Entropic Measures of Feature Subsets -- Anytime Subgroup Discovery in Numerical Domains with Guarantees -- Discovering Spatio-Temporal Latent Influence in Geographical Attention Dynamics -- Mining Periodic Patterns with a MDL Criterion -- Revisiting Conditional Functional Dependency Discovery: Splitting the “C" from the “FD" -- Sqn2Vec: Learning Sequence Representation via Sequential Patterns with a Gap Constraint -- Mining Tree Patterns with Partially Injective Homomorphisms -- Probabilistic Models and Statistical Methods -- Variational Bayes for Mixture Models with Censored Data -- Exploration Enhanced Expected Improvement for Bayesian Optimization -- A Left-to-right Algorithm for Likelihood Estimation in Gamma-Poisson Factor Analysis -- Causal Inference on Multivariate and Mixed-Type Data -- Recommender Systems -- POLAR: Attention-based CNN for One-shot Personalized Article Recommendation -- Learning Multi-granularity Dynamic Network Representations for Social Recommendation -- GeoDCF: Deep Collaborative Filtering with Multifaceted Contextual Information in Location-based Social Networks -- Personalized Thread Recommendation for MOOC Discussion Forums -- Inferring Continuous Latent Preference on Transition Intervals for Next Point-of-Interest Recommendation -- Transfer Learning -- Feature Selection for Unsupervised Domain Adaptation using Optimal Transport -- Towards more Reliable Transfer Learning -- Differentially Private Hypothesis Transfer Learning -- Information-theoretic Transfer Learning framework for Bayesian Optimisation -- A Unified Framework for Domain Adaptation using Metric Learning on Manifolds.The three volume proceedings LNAI 11051 – 11053 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, held in Dublin, Ireland, in September 2018. The total of 131 regular papers presented in part I and part II was carefully reviewed and selected from 535 submissions; there are 52 papers in the applied data science, nectar and demo track. The contributions were organized in topical sections named as follows: Part I: adversarial learning; anomaly and outlier detection; applications; classification; clustering and unsupervised learning; deep learningensemble methods; and evaluation. Part II: graphs; kernel methods; learning paradigms; matrix and tensor analysis; online and active learning; pattern and sequence mining; probabilistic models and statistical methods; recommender systems; and transfer learning. Part III: ADS data science applications; ADS e-commerce; ADS engineering and design; ADS financial and security; ADS health; ADS sensing and positioning; nectar track; and demo track.Lecture Notes in Artificial Intelligence ;11052Artificial intelligenceData miningOptical data processingApplication softwareComputersData protectionArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Computer Appl. in Social and Behavioral Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/I23028Computing Milieuxhttps://scigraph.springernature.com/ontologies/product-market-codes/I24008Securityhttps://scigraph.springernature.com/ontologies/product-market-codes/I28000Artificial intelligence.Data mining.Optical data processing.Application software.Computers.Data protection.Artificial Intelligence.Data Mining and Knowledge Discovery.Image Processing and Computer Vision.Computer Appl. in Social and Behavioral Sciences.Computing Milieux.Security.006.3Berlingerio Micheleedthttp://id.loc.gov/vocabulary/relators/edtBonchi Francescoedthttp://id.loc.gov/vocabulary/relators/edtGärtner Thomasedthttp://id.loc.gov/vocabulary/relators/edtHurley Neiledthttp://id.loc.gov/vocabulary/relators/edtIfrim Georgianaedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996466463803316Machine Learning and Knowledge Discovery in Databases773712UNISA03034nam 2200445 450 991041826890332120230329135005.0(CKB)4960000000111370(NjHacI)994960000000111370(MiAaPQ)EBC30686183(Au-PeEL)EBL30686183(EXLCZ)99496000000011137020230329d2020 uy 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierThe Political Economy of Local Cinema A Critical Introduction /Edited by Anne Rajala, Daniel Lindblom, Matteo Stocchetti1st ed.Berlin :Peter Lang Publishing,2020.©20201 online resource (257 pages) illustrations3-631-81330-9 Includes bibliographical references and index.Notes on Contributors - Critical political economy and local cinema: An Introduction - Part 1 Local Cinema and Digitization: Distribution and Exhibition - The political economy of participatory community cinemas: CineCiutat as a standpoint of resistance - Elements of a critical political economy of local cinema in Digital Era: Lo-bal process and double aesthetic of cinema in French film exhibitors - Film distribution in Finland: Gatekeepers of local cinema - Terje Gaustad, Anne-Britt Gran, and Oyvind Torp Digitizing local cinema: Lessons on diversity from Norway - The political economy of Khaleeji cinema: Historical developments of Arab Gulf film industries - Part 2 Local Cinema and Globalization: Struggles, Survival and Sustainability - Production of Main Melody Film in Post-Socialist China: A deconstruction of Wolf Warrior 2 - In the land of Finnish Swedish cinema: A look into the political economy of local cinema in Finland - Art against the odds: The struggles, survival and success of New Zealand local cinema - Market censorship and Finnish cinema - Sustainability as a framework of analysis and a guide for policy-making: The film industry in Wellington, New Zealand.The globalization and digitalization of cultural markets presents formidable challenges for local cinema and storytelling. The essays in this collection address some of these challenges from the perspective of a critical political economy of local cinema. Inspiring these contributions is the effort of supporting local cinema as a form of valuable storytelling that is at risk of market-driven extinction because of the greater commercial viability of global or Hollywood cinema and national cinema.Political Economy of Local CinemaMotion picture industryMotion picture industry.384.84Rajala AnneLindblom DanielStocchetti MatteoNjHacINjHaclBOOK9910418268903321The Political Economy of Local Cinema3086814UNINA