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000946858 019__ $$a1204138606$$a1225936360$$a1232852806
000946858 020__ $$a9783030623623$$q(electronic resource)
000946858 020__ $$a3030623629$$q(electronic resource)
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000946858 0247_ $$a10.1007/978-3-030-62362-3$$2doi
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000946858 1112_ $$aIDEAL (Conference)$$n(21st :$$d2020 :$$cOnline)
000946858 24510 $$aIntelligent data engineering and automated learning - IDEAL 2020 :$$b21st International Conference, Guimaraes, Portugal, November 4-6, 2020 : proceedings.$$nPart I /$$cCesar Analide, Paulo Novais, David Camacho, Hujun Yin (eds.).
000946858 2463_ $$aIDEAL 2020
000946858 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2020]
000946858 300__ $$a1 online resource (xxv, 400 pages) :$$billustrations (some color)
000946858 336__ $$atext$$btxt$$2rdacontent
000946858 337__ $$acomputer$$bc$$2rdamedia
000946858 338__ $$aonline resource$$bcr$$2rdacarrier
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000946858 4901_ $$aLecture notes in computer science ;$$v12489
000946858 4901_ $$aLNCS sublibrary. SL 3 - information systems and applications, incl. Internet/Web, and HCI
000946858 500__ $$aInternational conference proceedings.
000946858 500__ $$aIncludes author index.
000946858 504__ $$aIncludes bibliographical references and author index.
000946858 5050_ $$aProstate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net -- Evaluation of Machine Learning Algorithms for Automated Management of Wireless Links -- Imputation of Missing Boarding Stop Information in Smart Card Data with Machine Learning Methods -- HEAT: Hyperbolic Embedding of Attributed Networks -- Least Squares Approach for Multivariate Split Selection in Regression Trees -- A Framework for the Multi-modal Analysis of Novel Behavior in Business Processes -- A Novel Metaheuristic Approach for Loss Reduction and Voltage Profile Improvement in Power Distribution Networks based on Simultaneous Placement and Sizing of Distributed Generators and Shunt Capacitor Banks -- Simple Effective Methods for Decision-Level Fusion in Two-Stream Convolutional Neural Networks for Video Classification -- LSI Based Mechanism for Educational Videos Retrieval by Transcripts Processing -- Visualization of Numerical Association Rules by Hill Slopes -- Adaptation and Anxiety Assessment in Undergraduate Nursing Students -- Text Similarity between Concepts Extracted from Source Code and Documentation -- Using Kullback-Leibler Divergence to Identify Prominent Sensor Data for Fault Diagnosis -- An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients using Pairwise Relationship and Hierarchical Clustering -- Improving Adversarial Learning with Image Quality Measures for Image Deblurring -- On Random-Forest-Based Prediction Intervals.-A Machine Learning Approach to Forecast the Safest Period for Outdoor Sports.-One-Shot Only Real-Time Video Classification: A Case Study in Facial Emotion Recognition -- Integrating a Data Mining Engine into Recommender Systems -- Free-Floating Carsharing in SimFleet -- Fatigue Detection in Strength Exercises for Older People -- Trading Cryptocurrency with Deep Deterministic Policy Gradients -- TMSA: Participatory Sensing Based on Mobile Phones in Urban Spaces -- A Slimmer and Deeper Approach to Network Structures for Image Denoising and Dehazing -- PC-OPT: A SfM Point Cloud Denoising Algorithm -- GELAB and Hybrid Optimization Using Grammatical Evolution -- Distribution-wise Symbolic Aggregate approXimation (dwSAX) -- Intelligent Call Routing for Telecommunications Call-Centers.-Entropy Based Grey Wolf Optimizer -- Mapping a Clinical Case Description to an Argumentation Framework: a Preliminary Assessment -- Learning User Comfort and Well-being through Smart Devices -- A Deep Learning Approach to Forecast the Influent Flow in Wastewater Treatment Plants -- Automatic Multispectral Image Classification of Plant Virus from Leaf Samples -- Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results.
000946858 506__ $$aAccess limited to authorized users.
000946858 520__ $$aThis two-volume set of LNCS 12489 and 12490 constitutes the thoroughly refereed conference proceedings of the 21th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2020, held in Guimaraes, Portugal, in November 2020.* The 93 papers presented were carefully reviewed and selected from 134 submissions. These papers provided a timely sample of the latest advances in data engineering and machine learning, from methodologies, frameworks, and algorithms to applications. The core themes of IDEAL 2020 include big data challenges, machine learning, data mining, information retrieval and management, bio-/neuro-informatics, bio-inspiredmodels, agents and hybrid intelligent systems, real-world applications of intelligent techniques and AI. * The conference was held virtually due to the COVID-19 pandemic.
000946858 588__ $$aDescription based on resource, viewed January 5, 2021.
000946858 650_0 $$aData mining$$vCongresses.
000946858 650_0 $$aArtificial intelligence$$vCongresses.
000946858 655_7 $$aConference papers and proceedings.$$2lcgft
000946858 7001_ $$aAnalide, Cesar,$$eeditor.
000946858 7001_ $$aNovais, Paulo,$$eeditor.
000946858 7001_ $$aCamacho, David,$$eeditor.
000946858 7001_ $$aYin, Hujun,$$d1962-$$eeditor.
000946858 7730_ $$tSpringer Nature eBook
000946858 77608 $$iPrint version:$$z9783030623616
000946858 830_0 $$aLecture notes in computer science ;$$v12489.
000946858 830_0 $$aLNCS sublibrary.$$nSL 3,$$pInformation systems and applications, incl. Internet/Web, and HCI.
000946858 852__ $$bebk
000946858 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-030-62362-3$$zOnline Access$$91397441.1
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000946858 980__ $$aBIB
000946858 982__ $$aEbook
000946858 983__ $$aOnline
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