Knowledge Management and Acquisition for Intelligent Systems: Lecture Notes in Artificial Intelligence
Editat de Hiroshi Uehara, Takayasu Yamaguchi, Quan Baien Limba Engleză Paperback – 20 feb 2021
The 10 full papers and 5 short papers included in this volume were carefully reviewed and selected from 28 initial submissions. PKAW primarily focuses on the multidisciplinary approach of the human-driven and data-driven knowledge acquisition, which is the key concept that has remained unchanged since the workshop has been established.
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Specificații
ISBN-13: 9783030698850
ISBN-10: 3030698858
Pagini: 200
Ilustrații: X, 187 p. 68 illus., 41 illus. in color.
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.31 kg
Ediția:1st edition 2021
Editura: Springer
Seria Lecture Notes in Artificial Intelligence
Locul publicării:Cham, Switzerland
ISBN-10: 3030698858
Pagini: 200
Ilustrații: X, 187 p. 68 illus., 41 illus. in color.
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.31 kg
Ediția:1st edition 2021
Editura: Springer
Seria Lecture Notes in Artificial Intelligence
Locul publicării:Cham, Switzerland
Cuprins
Accelerating the Backpropagation algorithm by Using the NMF-based method on Deep Neural Networks.- Collaborative Data Analysis: Non-Model Sharing-Type Machine Learning for Distributed Data.- ERA: Extracting planning macro-operators from adjacent and non-adjacent sequences.- Deep Neural Network Incorporating CNN and MF for Item-based Fashion Recommendation.- C-LIME: A Consistency-oriented LIME for Time-series Health-Risk Predictions.- Discriminant Knowledge Extraction from Electrocardiograms for Automated Diagnosis of Myocardial Infarction.- Stabilizing the Predictive Performance for Ear Emergence in Rice Crops across Cropping Regions.- Description Framework for Stakeholder-Centric Value Chain of Data to Understand Data Exchange Ecosystem.- Attributed Heterogeneous Network Embedding for Link Prediction.- Automatic Generation and Classification of Malicious FQDN.- Analyzing Temporal Change in LoRa Communication Quality Using Massive Measurement Data.- Challenge Closed-Book Science Exam: A Meta-Learning Based Question Answering System.- Identification of B2B Brand Components and their Performance’s Relevance Using a Business Card Exchange Network.- Semi-Automatic Construction of Sight Words Dictionary for Filipino Text Readability.- Automated Concern Exploration in Pandemic Situations – COVID-19 as a Use Case.