國立虎尾科技大學 |

Intelligent Data Engineering and Automated Learning – IDEAL 2020 = 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Intelligent Data Engineering and Automated Learning – IDEAL 2020/ edited by Cesar Analide, Paulo Novais, David Camacho, Hujun Yin.
其他題名:	21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I /
其他作者:	Analide, Cesar.
面頁冊數:	XXV, 400 p. 133 illus., 92 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Data mining. -
電子資源:	https://doi.org/10.1007/978-3-030-62362-3
ISBN:	9783030623623

Intelligent Data Engineering and Automated Learning – IDEAL 2020 = 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I /
Intelligent Data Engineering and Automated Learning – IDEAL 202021st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I /[electronic resource] :edited by Cesar Analide, Paulo Novais, David Camacho, Hujun Yin. - 1st ed. 2020. - XXV, 400 p. 133 illus., 92 illus. in color.online resource. - Information Systems and Applications, incl. Internet/Web, and HCI ;12489. - Information Systems and Applications, incl. Internet/Web, and HCI ;9149.

Prostate 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.

This 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.

ISBN: 9783030623623

Standard No.: 10.1007/978-3-030-62362-3doiSubjects--Topical Terms:

528622
Data mining.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Intelligent Data Engineering and Automated Learning – IDEAL 2020 = 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I /
LDR:05152nam a22004215i 4500 001 1020823
003 DE-He213
005 20201029060548.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030623623 $9 978-3-030-62362-3
024 7 $a 10.1007/978-3-030-62362-3 $2 doi
035 $a 978-3-030-62362-3
050 4 $a QA76.9.D343
072 7 $a UNF $2 bicssc
072 7 $a COM021030 $2 bisacsh
072 7 $a UNF $2 thema
072 7 $a UYQE $2 thema
082 0 4 $a 006.312 $2 23
245 1 0 $a Intelligent Data Engineering and Automated Learning – IDEAL 2020 $h [electronic resource] : $b 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I / $c edited by Cesar Analide, Paulo Novais, David Camacho, Hujun Yin.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a XXV, 400 p. 133 illus., 92 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Information Systems and Applications, incl. Internet/Web, and HCI ; $v 12489
505 0 $a Prostate 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.
520 $a This 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.
650 0 $a Data mining. $3 528622
650 0 $a Artificial intelligence. $3 559380
650 0 $a Application software. $3 528147
650 0 $a Computer organization. $3 596298
650 0 $a Computers. $3 565115
650 0 $a Optical data processing. $3 639187
650 1 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Computer Applications. $3 669785
650 2 4 $a Computer Systems Organization and Communication Networks. $3 669309
650 2 4 $a Computing Milieux. $3 669921
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 671334
700 1 $a Analide, Cesar. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1270885
700 1 $a Novais, Paulo. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 787986
700 1 $a Camacho, David. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1062766
700 1 $a Yin, Hujun. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 793377
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030623616
776 0 8 $i Printed edition: $z 9783030623630
830 0 $a Information Systems and Applications, incl. Internet/Web, and HCI ; $v 9149 $3 1253558
856 4 0 $u https://doi.org/10.1007/978-3-030-62362-3
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)