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001435930 001__ 1435930
001435930 003__ OCoLC
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001435930 020__ $$a9783030742515$$q(electronic bk.)
001435930 020__ $$a3030742512$$q(electronic bk.)
001435930 020__ $$z9783030742508
001435930 0247_ $$a10.1007/978-3-030-74251-5$$2doi
001435930 035__ $$aSP(OCoLC)1247059039
001435930 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dOCLCO$$dOCLCF$$dOCLCO$$dOCLCQ
001435930 049__ $$aISEA
001435930 050_4 $$aQ337.5
001435930 08204 $$a006.4$$223
001435930 1112_ $$aInternational Symposium on Intelligent Data Analysis$$n(19th :$$d2021 :$$cOnline)
001435930 24510 $$aAdvances in intelligent data analysis XIX :$$b19th International Symposium on Intelligent Data Analysis, IDA 2021, Porto, Portugal, April 26-28, 2021 : proceedings /$$cPedro Henriques Abreu, Pedro Pereira Rodrigues, Alberto Fernández, João Gama (eds.).
001435930 24630 $$aIDA 2021
001435930 264_1 $$aCham :$$bSpringer,$$c[2021]
001435930 300__ $$a1 online resource (xvi, 454 pages) :$$billustrations (some color)
001435930 336__ $$atext$$btxt$$2rdacontent
001435930 337__ $$acomputer$$bc$$2rdamedia
001435930 338__ $$aonline resource$$bcr$$2rdacarrier
001435930 4901_ $$aLecture notes in computer science ;$$v12695
001435930 4901_ $$aLNCS sublibrary: SL3. Information systems and applications, incl. Internet/Web, and HCI
001435930 500__ $$aInternational conference proceedings.
001435930 500__ $$aIncludes author index.
001435930 5050_ $$aModeling with Neural Networks -- Hyperspherical Weight Uncertainty in Neural Networks -- Partially Monotonic Learning for Neural Networks -- Multiple-Manifold Generation with an Ensemble GAN and Learned Noise Prior -- Simple, Efficient and Convenient Decentralized Multi-Task Learning for Neural Networks -- Deep Hybrid Neural Networks with Improved Weighted Word Embeddings for Sentiment Analysis -- Explaining Neural Networks by Decoding Layer Activations -- Analogical Embedding for Analogy-based Learning to Rank -- HORUS-NER: A Multimodal Named Entity Recognition Framework for Noisy Data -- Modeling with Statistical Learning -- Incremental Search Space Construction for Machine Learning Pipeline Synthesis -- Adversarial Vulnerability of Active Transfer Learning -- Revisiting Non-Specific Syndromic Surveillance -- Gradient Ascent for Best Response Regression -- Intelligent Structural Damage Detection: a Federated Learning Approach -- Composite surrogate for likelihood-free Bayesian optimisation in high-dimensional settings of activity-based transportation models -- Active Selection of Classification Features -- Feature Selection for Hierarchical Multi-Label Classification -- Bandit Algorithm for Both Unknown Best Position and Best Item Display on Web Pages -- Performance prediction for hardware-software configurations: A case study for video games -- avatar Automated Feature Wrangling for Machine Learning -- Modeling Language and Graphs -- Semantically Enriching Embeddings of Highly In ectable Verbs for Improving Intent Detection in a Romanian Home Assistant Scenario -- BoneBert: A BERT-based Automated Information Extraction System of Radiology Reports for Bone Fracture Detection and Diagnosis -- Linking the Dynamics of User Stance to the Structure of Online Discussions -- Unsupervised Methods for the Study of Transformer Embeddings -- A Framework for Authorial Clustering of Shorter Texts in Latent Semantic Spaces -- DeepGG: a Deep Graph Generator -- SINr: fast computing of Sparse Interpretable Node Representations is not a sin -- Detection of contextual anomalies in attributed graphs -- Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware -- Modeling Special Data Formats -- Reducing Negative Impact of Noise in Boolean Matrix Factorization with Association Rules -- Z-Hist: A Temporal Abstraction of Multivariate Histogram Snapshots -- muppets: Multipurpose Table Segmentation -- SpLyCI: Integrating Spreadsheets by Recognising and Solving Layout Constraints -- RTL: A Robust Time Series Labeling Algorithm -- The Compromise of Data Privacy in Predictive Performance -- Efficient Privacy Preserving Distributed K-Means for Non-IID Data.
001435930 506__ $$aAccess limited to authorized users.
001435930 520__ $$aThis book constitutes the proceedings of the 19th International Symposium on Intelligent Data Analysis, IDA 2021, which was planned to take place in Porto, Portugal. Due to the COVID-19 pandemic the conference was held online during April 26-28, 2021. The 35 papers included in this book were carefully reviewed and selected from 113 submissions. The papers were organized in topical sections named: modeling with neural networks; modeling with statistical learning; modeling language and graphs; and modeling special data formats.
001435930 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed April 22, 2021).
001435930 650_0 $$aPattern recognition systems$$vCongresses.
001435930 650_0 $$aMathematical statistics$$vCongresses.
001435930 650_0 $$aMathematical statistics$$xData processing$$vCongresses.
001435930 650_6 $$aReconnaissance des formes (Informatique)$$vCongrès.
001435930 650_6 $$aStatistique mathématique$$xInformatique$$vCongrès.
001435930 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001435930 655_7 $$aConference papers and proceedings.$$2lcgft
001435930 655_7 $$aActes de congrès.$$2rvmgf
001435930 655_0 $$aElectronic books.
001435930 7001_ $$aAbreu, Pedro Henriques,$$eeditor.
001435930 7001_ $$aRodrigues, Pedro Pereira,$$eeditor.
001435930 7001_ $$aFernández, Alberto$$c(Computer scientist),$$eeditor.
001435930 7001_ $$aGama, João,$$eeditor.
001435930 830_0 $$aLecture notes in computer science ;$$v12695.
001435930 830_0 $$aLNCS sublibrary.$$nSL 3,$$pInformation systems and applications, incl. Internet/Web, and HCI.
001435930 852__ $$bebk
001435930 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-74251-5$$zOnline Access$$91397441.1
001435930 909CO $$ooai:library.usi.edu:1435930$$pGLOBAL_SET
001435930 980__ $$aBIB
001435930 980__ $$aEBOOK
001435930 982__ $$aEbook
001435930 983__ $$aOnline
001435930 994__ $$a92$$bISE