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Viewing Publication 1 - 100 from 220

2023

Predicting Peak Demand Days for Asthma-Related Emergency Hospitalisations: A Machine Learning ApproachRashi Bhalla, Farhaan Mirza, M. Asif Naeem, Amy Hai Yan Chan. pkaw 2023: 1-14 [doi]

LexiFusedNet: A Unified Approach for Imbalanced Short-Text Classification Using Lexicon-Based Feature Extraction, Transfer Learning and One Class ClassifiersSaugata Bose, Guoxin Su. pkaw 2023: 70-82 [doi]

Balanced Graph Structure Information for Brain Disease DetectionFalih Gozi Febrinanto, Mujie Liu, Feng Xia 0001. pkaw 2023: 134-143 [doi]

Indonesian Forest Fire Data Clustering Using Spatiotemporal Data Using Grid Density-Based Clustering AlgorithmDevi Fitrianah, Hisyam Fahmi, Ade Putera Kemala, Muhammad Edo Syahputra. pkaw 2023: 124-133 [doi]

Blockchain as a Collaborative Technology - Case Studies in the Real Estate Sector in VietnamKha Nguyen Hoang, Trong Nguyen Duong Phu, Triet Nguyen Minh, Huong Hoang Luong, Khoa Tran Dang, Khiem Huynh Gia, Phuc Nguyen Trong, Hieu Doan Minh, Quy T. Lu, Nguyen The Anh, Ngan Nguyen Thi Kim, Hien Nguyen Quang, Bang Le Khanh, Bao Tran Quoc, Khanh Vo Hong. pkaw 2023: 111-123 [doi]

BoCB: Performance Benchmarking by Analysing Impacts of Cloud Platforms on Consortium BlockchainZhiqiang Huang, Saurabh Kumar Garg 0001, Wenli Yang, Ankur Lohachab, Muhammad Bilal Amin, Byeong Ho Kang 0001. pkaw 2023: 43-57 [doi]

Information Gerrymandering in ElectionsXiaoxue Liu, Shohei Kato, Fenghui Ren, Guoxin Su, Minjie Zhang, Wen Gu. pkaw 2023: 83-97 [doi]

Automated Cattle Behavior Classification Using Wearable Sensors and Machine Learning ApproachNiken Prasasti Martono, Rie Sawado, Itoko Nonaka, Fuminori Terada, Hayato Ohwada. pkaw 2023: 58-69 [doi]

Discovering Maximal High Utility Co-location Patterns from Spatial DataVanha Tran. pkaw 2023: 15-28 [doi]

Knowledge Management and Acquisition for Intelligent Systems - 19th Principle and Practice of Data and Knowledge Acquisition Workshop, PKAW 2023, Jakarta, Indonesia, November 15-16, 2023, ProceedingsShiqing Wu, Wenli Yang, Muhammad Bilal Amin, Byeong Ho Kang 0001, Guandong Xu, editors, Volume 14317 of Lecture Notes in Computer Science, Springer, 2023. [doi]

Exploring the Potential of Image Overlay in Self-supervised Learning: A Study on SimSiam Networks and Strategies for Preventing Model CollapseLi Xiao, Weihua Li, Quan Bai, Minh Nguyen. pkaw 2023: 29-42 [doi]

An Assessment of the Influence of Interaction and Recommendation Approaches on the Formation of Information Filter BubblesZihan Yuan, Weihua Li 0007, Quan Bai. pkaw 2023: 98-110 [doi]

2021

Knowledge Management and Acquisition for Intelligent Systems - 17th Pacific Rim Knowledge Acquisition Workshop, PKAW 2020, Yokohama, Japan, January 7-8, 2021, ProceedingsHiroshi Uehara, Takayasu Yamaguchi, Quan Bai, editors, Volume 12280 of Lecture Notes in Computer Science, Springer, 2021. [doi]

2020

Accelerating the Backpropagation Algorithm by Using NMF-Based Method on Deep Neural NetworksSuhyeon Baek, Akira Imakura, Tetsuya Sakurai, Ichiro Kataoka. pkaw 2021: 1-13 [doi]

ERA: Extracting Planning Macro-Operators from Adjacent and Non-adjacent SequencesSandra Castellanos-Paez, Romain Rombourg, Philippe Lalanda. pkaw 2021: 30-45 [doi]

Description Framework for Stakeholder-Centric Value Chain of Data to Understand Data Exchange EcosystemTeruaki Hayashi, Gensei Ishimura, Yukio Ohsawa. pkaw 2021: 98-105 [doi]

Collaborative Data Analysis: Non-model Sharing-Type Machine Learning for Distributed DataAkira Imakura, Xiucai Ye, Tetsuya Sakurai. pkaw 2021: 14-29 [doi]

Semi-automatic Construction of Sight Words Dictionary for Filipino Text ReadabilityJoseph Marvin Imperial, Ethel Ong. pkaw 2021: 168-177 [doi]

C-LIME: A Consistency-Oriented LIME for Time-Series Health-Risk PredictionsTaku Ito, Keiichi Ochiai, Yusuke Fukazawa. pkaw 2021: 58-69 [doi]

Deep Neural Network Incorporating CNN and MF for Item-Based Fashion RecommendationTaku Ito, Issei Nakamura, Shigeki Tanaka, Toshiki Sakai, Takeshi Kato, Yusuke Fukazawa, Takeshi Yoshimura. pkaw 2021: 46-57 [doi]

Stabilizing the Predictive Performance for Ear Emergence in Rice Crops Across Cropping RegionsYasuhiro Iuchi, Hiroshi Uehara, Yusuke Fukazawa, Yoshihiro Kaneta. pkaw 2021: 83-97 [doi]

Identification of B2B Brand Components and Their Performance's Relevance Using a Business Card Exchange NetworkTomonori Manabe, Kei Nakagawa, Keigo Hidawa. pkaw 2021: 152-167 [doi]

Automated Concern Exploration in Pandemic Situations - COVID-19 as a Use CaseJingli Shi, Weihua Li, Yi Yang, Naimeng Yao, Quan Bai, Sira Yongchareon, Jian Yu. pkaw 2021: 178-185 [doi]

Analyzing Temporal Change in LoRa Communication Quality Using Massive Measurement DataKazuya Suzuki, Takuya Takahashi. pkaw 2021: 130-137 [doi]

Discriminant Knowledge Extraction from Electrocardiograms for Automated Diagnosis of Myocardial InfarctionGirmaw Abebe Tadesse, Komminist Weldemariam, Hamza A. Javed, Yong Liu, Jin Liu, Jiyan Chen, Tingting Zhu. pkaw 2021: 70-82 [doi]

Attributed Heterogeneous Network Embedding for Link PredictionTingting Wang, Weiwei Yuan, Donghai Guan. pkaw 2021: 106-119 [doi]

Automatic Generation and Classification of Malicious FQDNKenichi Yoshida, Kazunori Fujiwara, Akira Sato, Shuji Sannomiya. pkaw 2021: 120-129 [doi]

Challenge Closed-Book Science Exam: A Meta-Learning Based Question Answering SystemXinyue Zheng, Peng Wang 0095, Qigang Wang, Zhongchao Shi. pkaw 2021: 138-151 [doi]

2019

Comparative Analysis of Intelligent Personal Agent PerformanceDavid Herbert 0001, Byeong Kang. pkaw 2019: 127-141 [doi]

Improving Named Entity Recognition with Commonsense Knowledge Pre-trainingGhaith Dekhili, Ngoc-Tan Le, Fatiha Sadat. pkaw 2019: 10-20 [doi]

Context-Aware Influence Diffusion in Online Social NetworksYuxuan Hu, Quan Bai, Weihua Li. pkaw 2019: 153-162 [doi]

Toxicity Prediction by Multimodal Deep LearningAbdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar 0001. pkaw 2019: 142-152 [doi]

Study on Influencers of Cryptocurrency Follow-Network on GitHubNaoki Kobayakawa, Kenichi Yoshida. pkaw 2019: 173-183 [doi]

Neurofeedback and AI for Analyzing Child Temperament and Attention LevelsMaria R. Lee, Anna Yu-Ju Yen, Lun Chang. pkaw 2019: 21-31 [doi]

Network Embedding via Link Strength Adjusted Random WalkChenliang Li, Donghai Guan, Weiwei Yuan. pkaw 2019: 163-172 [doi]

Estimating Difficulty Score of Visual Search in Images for Semi-supervised Object DetectionDongliang Ma, Haipeng Zhang, Hao Wu 0039, Tao Zhang, Jun Sun 0008. pkaw 2019: 1-9 [doi]

Knowledge Management and Acquisition for Intelligent Systems - 16th Pacific Rim Knowledge Acquisition Workshop, PKAW 2019, Cuvu, Fiji, August 26-27, 2019, ProceedingsKouzou Ohara, Quan Bai, editors, Volume 11669 of Lecture Notes in Computer Science, Springer, 2019. [doi]

Marine Vertebrate Predator Detection and Recognition in Underwater Videos by Region Convolutional Neural NetworkMira Park, Wenli Yang, Zehong Cao, Byeong Kang, Damian Connor, Mary-Anne Lea. pkaw 2019: 66-80 [doi]

Finding Diachronic Objects of Drifting Descriptions by Similar MentionsKatsuaki Tanaka, Koichi Hori. pkaw 2019: 32-43 [doi]

A Cross-Domain Theory of Mental ModelsSara Todorovikj, Paulina Friemann, Marco Ragni. pkaw 2019: 184-194 [doi]

Prior-Knowledge-Embedded LDA with Word2vec - for Detecting Specific Topics in DocumentsHiroshi Uehara, Akihiro Ito, Yutaka Saito, Kenichi Yoshida. pkaw 2019: 115-126 [doi]

A Max-Min Conflict Algorithm for the Stable Marriage ProblemHoang Huu Viet, Nguyen Thi Uyen, Pham Tra My, Son Thanh Cao, Le Hong Trang. pkaw 2019: 44-53 [doi]

Empirical Evaluation of Deep Learning-Based Travel Time PredictionMengyan Wang, Weihua Li, Yan Kong, Quan Bai. pkaw 2019: 54-65 [doi]

Adaptive Database's Performance Tuning Based on Reinforcement LearningChee Keong Wee, Richi Nayak. pkaw 2019: 97-114 [doi]

Constructing Dataset Based on Concept Hierarchy for Evaluating Word Vectors Learned from Multisense WordsTomoaki Yamazaki, Tetsuya Toyota, Kouzou Ohara. pkaw 2019: 81-96 [doi]

2018

Diabetic Retinopathy Classification Using C4.5Mira Park 0001, Peter F. Summons. pkaw 2018: 90-101 [doi]

An Analysis of Interaction Between Users and Open Government Data Portals in Data Acquisition ProcessDi Wang 0007, Deborah Richards, Chuanfu Chen. pkaw 2018: 184-200 [doi]

Multi-dimensional Banded Pattern MiningFatimah Binta Abdullahi, Frans Coenen. pkaw 2018: 154-169 [doi]

Research Paper Recommender Systems on Big Scholarly DataTsung Teng Chen, Maria R. Lee. pkaw 2018: 251-260 [doi]

Selective Comprehension for Referring Expression by Prebuilt Entity Dictionary with Modular NetworksEnjie Cui, Jianming Wang, Jiayu Liang, Guanghao Jin. pkaw 2018: 211-220 [doi]

Sample Dropout for Audio Scene Classification Using Multi-scale Dense Connected Convolutional Neural NetworkDawei Feng, Kele Xu, Haibo Mi, Feifan Liao, Yan Zhou. pkaw 2018: 114-123 [doi]

Automated Business Process Discovery and Analysis for the International Higher Education IndustryJuan Gonzalez-Dominguez, Peter Busch. pkaw 2018: 170-183 [doi]

Pose Specification Based Online Person IdentificationTao Guo, Jianming Wang, Rize Jin, Guanghao Jin. pkaw 2018: 221-230 [doi]

A Knowledge Acquisition Method for Event Extraction and Coding Based on Deep PatternsAlfred Krzywicki, Wayne Wobcke, Michael Bain, Susanne Schmeidl, Bradford Heap. pkaw 2018: 16-31 [doi]

LOUGA: Learning Planning Operators Using Genetic AlgorithmsJirí Kucera, Roman Barták. pkaw 2018: 124-138 [doi]

Clothing Attribute Extraction Using Convolutional Neural NetworksWonseok Lee, Sangmin Jo, Heejun Lee, Jungmin Kim, Meejin Noh, Yang Sok Kim. pkaw 2018: 241-250 [doi]

A Weighted Similarity Measure Based on Meta Structure in Heterogeneous Information NetworksZhaochen Li, Hengliang Wang. pkaw 2018: 271-281 [doi]

Get the Whole Action Event by Action Stage ClassificationWeiqi Li, Jianming Wang, Shengbei Wang, Guanghao Jin. pkaw 2018: 231-240 [doi]

Stock Price Movement Prediction from Financial News with Deep Learning and Knowledge Graph EmbeddingYang Liu, Qingguo Zeng, Huanrui Yang, Adrian Carrio. pkaw 2018: 102-113 [doi]

Building a Commonsense Knowledge Base for a Collaborative Storytelling AgentDionne Tiffany Ong, Christine Rachel De Jesus, Luisa Katherine Gilig, Junlyn Bryan Alburo, Ethel Ong. pkaw 2018: 1-15 [doi]

Towards Realtime Adaptation: Uncovering User Models from Experimental DataDeborah Richards, Ayse Bilgin, Hedieh Ranjbartabar, Anupam Makhija. pkaw 2018: 46-60 [doi]

Incremental Acquisition of Values to Deal with Cybersecurity Ethical DilemmasDeborah Richards, Virginia Dignum, Malcolm Ryan, Michael Hitchens. pkaw 2018: 32-45 [doi]

Classification of CSR Using Latent Dirichlet Allocation and Analysis of the Relationship Between CSR and Corporate ValueKazuya Uekado, Ling Feng, Masaaki Suzuki, Hayato Ohwada. pkaw 2018: 261-270 [doi]

k-NN Based Forecast of Short-Term Foreign Exchange RatesHaruya Umemoto, Tetsuya Toyota, Kouzou Ohara. pkaw 2018: 139-153 [doi]

Blockchain: Trends and FutureWenli Yang, Saurabh Garg, Ali Raza, David Herbert, Byeong Kang. pkaw 2018: 201-210 [doi]

Knowledge Management and Acquisition for Intelligent Systems - 15th Pacific Rim Knowledge Acquisition Workshop, PKAW 2018, Nanjing, China, August 28-29, 2018, ProceedingsKenichi Yoshida, Maria R. Lee, editors, Volume 11016 of Lecture Notes in Computer Science, Springer, 2018. [doi]

Combining Concept Learning and Probabilistic Information Retrieval Model to Understand User's Searching Intent in OWL Knowledge BaseLiu Yuan. pkaw 2018: 76-89 [doi]

Supporting Relevance Feedback with Concept Learning for Semantic Information Retrieval in Large OWL Knowledge BaseLiu Yuan. pkaw 2018: 61-75 [doi]

2016

Integrating Symbols and Signals Based on Stream Reasoning and ROSTakeshi Morita 0001, Yu Sugawara, Ryota Nishimura, Takahira Yamaguchi. pkaw 2016: 251-260 [doi]

Competition Detection from Online NewsZhong-Yong Chen, Chien Chin Chen. pkaw 2016: 117-128 [doi]

Finding Reliable Source for Event Detection Using Evolutionary MethodRaushan Ara Dilruba, Mahmuda Naznin. pkaw 2016: 166-180 [doi]

Combining Feature Selection with Decision Tree Criteria and Neural Network for Corporate Value ClassificationRatna Hidayati, Katsutoshi Kanamori, Ling Feng, Hayato Ohwada. pkaw 2016: 31-42 [doi]

Building a Mental Health Knowledge Model to Facilitate Decision SupportBo Hu, Boris Villazón-Terrazas. pkaw 2016: 198-212 [doi]

Enhanced Rules Application Order to Stem Affixation, Reduplication and Compounding Words in Malay TextsMohamad Nizam Kassim, Mohd Aizaini Maarof, Anazida Zainal, Amirudin Abdul Wahab. pkaw 2016: 71-85 [doi]

Workflow Interpretation via Social NetworksEui Dong Kim, Peter Busch. pkaw 2016: 241-250 [doi]

Predicting the Scale of Trending Topic Diffusion Among Online CommunitiesDo-hyeong Kim, Soyeon Caren Han, Sungyoung Lee, Byeong Ho Kang. pkaw 2016: 153-165 [doi]

Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning SolutionSantosh Kumar, Xiaoying Gao, Ian Welch. pkaw 2016: 43-54 [doi]

Amalgamating Social Media Data and Movie RecommendationMaria R. Lee, Tsung Teng Chen, Ying Shun Cai. pkaw 2016: 141-152 [doi]

Stable Matching in Structured NetworksYing Ling, Tao Wan, Zengchang Qin. pkaw 2016: 271-280 [doi]

Knowledge Acquisition for Learning Analytics: Comparing Teacher-Derived, Algorithm-Derived, and Hybrid Models in the Moodle Engagement Analytics PluginDanny Y. T. Liu, Deborah Richards, Phillip Dawson, Jean-Christophe Froissard, Amara Atif. pkaw 2016: 183-197 [doi]

Quality of Thai to English Machine TranslationSeamus Lyons. pkaw 2016: 261-270 [doi]

A New Hybrid Rough Set and Soft Set Parameter Reduction Method for Spam E-Mail Classification TaskMasurah Mohamad, Ali Selamat. pkaw 2016: 18-30 [doi]

Specialized Review Selection Using Topic ModelsAnh-Duc Nguyen, Nan Tian, Yue Xu, Yuefeng Li. pkaw 2016: 102-114 [doi]

Knowledge Management and Acquisition for Intelligent Systems - 14th Pacific Rim Knowledge Acquisition Workshop, PKAW 2016, Phuket, Thailand, August 22-23, 2016, ProceedingsHayato Ohwada, Kenichi Yoshida, editors, Volume 9806 of Lecture Notes in Computer Science, Springer, 2016. [doi]

Building a Working Alliance with a Knowledge Based System Through an Embodied Conversational AgentDeborah Richards, Patrina Caldwell. pkaw 2016: 213-227 [doi]

Improving Motivation in Survey Participation by Question ReorderingRohit Kumar Singh, Vorapong Suppakitpaisarn, Ake Osothongs. pkaw 2016: 231-240 [doi]

Robust Modified ABC Variant (JA-ABC5b) for Solving Economic Environmental Dispatch (EED)Noorazliza Sulaiman, Junita Mohamad-Saleh, Abdul Ghani Abro. pkaw 2016: 55-67 [doi]

Acquiring Seasonal/Agricultural Knowledge from Social MediaHiroshi Uehara, Kenichi Yoshida. pkaw 2016: 129-140 [doi]

Abbreviation Identification in Clinical Notes with Level-wise Feature Engineering and Supervised LearningThi Ngoc Chau Vo, Tru Hoang Cao, Tu Bao Ho. pkaw 2016: 3-17 [doi]

Building a Process Description Repository with Knowledge AcquisitionDiyin Zhou, Hye-Young Paik, Seung Hwan Ryu, John Shepherd, Paul Compton. pkaw 2016: 86-101 [doi]

2014

Problems Detected by a Ripple-Down Rules Based Medication Review Decision Support System: Are They Relevant?Ivan Bindoff, Colin Curtain, Gregory Peterson, Juanita Westbury, Tristan Ling. pkaw 2014: 59-68 [doi]

Linked Production Rules: Controlling Inference with KnowledgePaul Compton, Yang Sok Kim, Byeong Ho Kang. pkaw 2014: 84-98 [doi]

Towards Management of the Data and Knowledge Needed for Port Integration: An Initial OntologyAna Ximena Halabi Echeverry, Deborah Richards. pkaw 2014: 165-179 [doi]

Using a Domain Expert in Semi-supervised LearningAngela Finlayson, Paul Compton. pkaw 2014: 99-111 [doi]

Academic Performance in a 3D Virtual Learning Environment: Different Learning Types vs. Different Class TypesNader Hanna, Deborah Richards, Michael J. Jacobson. pkaw 2014: 1-15 [doi]

Knowledge Management and Acquisition for Smart Systems and Services - 13th Pacific Rim Knowledge Acquisition Workshop, PKAW 2014, Gold Cost, Qld, Australia, December 1-2, 2014. ProceedingsYang Sok Kim, Byeong Ho Kang, Deborah Richards, editors, Volume 8863 of Lecture Notes in Computer Science, Springer, 2014. [doi]

Design of Technology Value Analysis System Based on Patent Big DataYoungkon Lee, Ukhyun Lee. pkaw 2014: 48-58 [doi]

Impacts of Linked URLs in Social Media - Preliminary Analysis of Linked URLs for Health-Related Social Media PostingsKyongho Min, William H. Wilson, Yoo-Jin Moon. pkaw 2014: 112-125 [doi]

Modeling of Operating Photovoltaic Module Temperature Using Hybrid Cuckoo and Artificial Neural NetworkShahril Irwan Sulaiman, Nur Zahidah Zainol, Zulkifli Othman, Hedzlin Zainuddin. pkaw 2014: 29-37 [doi]

Using Generic and Generated Components to Create Static Software Analysis Tools FasterEdward Tippetts. pkaw 2014: 269-278 [doi]

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