Knowledge Management and Acquisition for Intelligent Systems: 17th Pacific Rim Knowledge Acquisition Workshop, Pkaw 2020, Yokohama, Japan, January 7-8

ISBN-13: 9783030698850 / Angielski / Miękka / 2021 / 187 str.

Hiroshi Uehara; Takayasu Yamaguchi; Quan Bai

Spis treści

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.