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ORCID12th ACIIDS 2020: Phuket, Thailand
- Ngoc Thanh Nguyen
, Kietikul Jearanaitanakij, Ali Selamat, Bogdan Trawinski, Suphamit Chittayasothorn:
Intelligent Information and Database Systems - 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23-26, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12033, Springer 2020, ISBN 978-3-030-41963-9
Knowledge Engineering and Semantic Web
- Helun Bu, Kazuhiro Kuwabara:
Toward Blockchain-Assisted Gamified Crowdsourcing for Knowledge Refinement. 3-14 - Tuong Tri Nguyen, Ngoc Thanh Nguyen, Dinh Tuyen Hoang, Van Cuong Tran:
Predicting Research Collaboration Trends Based on the Similarity of Publications and Relationship of Scientists. 15-24 - Adrianna Kozierkiewicz, Marcin Pietranik, Mateusz Sitarczyk:
Assessing the Influence of Conflict Profile Properties on the Quality of Consensus. 25-36 - Bogumila Hnatkowska, Adrianna Kozierkiewicz, Marcin Pietranik:
OWL RL to Framework for Ontological Knowledge Integration Preliminary Transformation. 37-48
Natural Language Processing
- Yaofei Yang, Hua-Ping Zhang, Linfang Wu, Xin Liu, Yangsen Zhang:
Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding. 51-62 - Thanapapas Horsuwan, Kasidis Kanwatchara, Peerapon Vateekul, Boonserm Kijsirikul:
A Comparative Study of Pretrained Language Models on Thai Social Text Categorization. 63-75 - Myat Sapal Phyu, Khin Thandar Nwet:
Comparative Analysis of Deep Learning Models for Myanmar Text Classification. 76-85 - Nina Khairova, Svitlana Petrasova, Orken Mamyrbayev, Kuralay Mukhsina:
Open Information Extraction as Additional Source for Kazakh Ontology Generation. 86-96 - Vithya Yogarajan, Henry Gouk, Tony Smith, Michael Mayo, Bernhard Pfahringer:
Comparing High Dimensional Word Embeddings Trained on Medical Text to Bag-of-Words for Predicting Medical Codes. 97-108 - Noor Bariah Mohamad, Khuan Y. Lee, Wahidah Mansor, Zulkifli Mahmoodin, C. W. N. F. Che Wan Fadzal, S. Amirin:
Dyslexic Frequency Signatures in Relaxation and Letter Writing. 109-119
Decision Support and Control Systems
- Iván Calvo, Mercedes G. Merayo, Manuel Núñez:
A Trading Framework Based on Fuzzy Moore Machines. 123-134 - Anna Motylska-Kuzma, Jacek Mercik:
Fuzzyfication of Repeatable Trust Game. 135-144 - Vladimir V. Mazalov, Anna A. Ivashko:
Online Auction and Optimal Stopping Game with Imperfect Observation. 145-156 - Hongyu Wang, Lynne Chepulis, Ryan G. Paul, Michael Mayo:
Metaheuristics for Discovering Favourable Continuous Intravenous Insulin Rate Protocols from Historical Patient Data. 157-169 - Marian J. Blachuta, Zbigniew Rymarski, Robert Bieda, Krzysztof Bernacki, Rafal T. Grygiel:
Continuous-Time Approach to Discrete-Time PID Control for UPS Inverters - A Case Study. 170-181 - Artur Babiarz, Adam Czornik, Jerzy Klamka:
On Stabilizability of Discrete Time Systems with Delay in Control. 182-190 - Miyuki Koshimura, Ken Satoh:
A Simple yet Efficient MCSes Enumeration with SAT Oracles. 191-201 - Asif Ahmed Neloy, Rafia Alif Bindu, Sazid Alam, Ridwanul Haque, Md. Saif Ahammod Khan, Nasim Mahmud Mishu, Shahnewaz Siddique:
Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System. 202-213 - Caterine Silva de Oliveira, Cesar Sanín, Edward Szczerbicki:
Image Representation for Cognitive Systems Using SOEKS and DDNA: A Case Study for PPE Compliance. 214-225 - Krzysztof Szwarc, Urszula Boryczka:
Harmony Search Algorithm with Dynamic Adjustment of PAR Values for Asymmetric Traveling Salesman Problem. 226-238 - Adam Sedziwy, Leszek Kotulski:
Graph-Based Optimization of Public Lighting Retrofit. 239-248 - Mourad Terzi, Taha Arbaoui, Farouk Yalaoui, Karima Benatchba:
Solving the Unrelated Parallel Machine Scheduling Problem with Setups Using Late Acceptance Hill Climbing. 249-258
Computer Vision Techniques
- Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon:
Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches. 261-270 - Mateusz Majcher, Bogdan Kwolek:
3D Model-Based 6D Object Pose Tracking on RGB Images. 271-282 - Sirichart Gobpradit, Peerapon Vateekul:
Angiodysplasia Segmentation on Capsule Endoscopy Images Using AlbuNet with Squeeze-and-Excitation Blocks. 283-293 - Aziz Siyaev, Geun-Sik Jo:
GOHAG: GANs Orchestration for Human Actions Generation. 294-305
Machine Learning and Data Mining
- Ali Selamat, Roliana Ibrahim, Sani Suleiman Isah, Ondrej Krejcar:
Finger-Vein Classification Using Granular Support Vector Machine. 309-320 - Michael Kofi Afriyie, Vincent Mwintieru Nofong, John Wondoh, Hamidu Abdel-Fatao:
Mining Non-redundant Periodic Frequent Patterns. 321-331 - Hayder K. Fatlawi, Attila Kiss:
On Robustness of Adaptive Random Forest Classifier on Biomedical Data Stream. 332-344 - Aleksei Netsunajev, Sven Nõmm, Aaro Toomela, Kadri Medijainen, Pille Taba:
Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive Ability of Classifiers. 345-357 - Duc Thuan Do, Tien Thanh Nguyen, The Trung Nguyen, Anh Vu Luong, Alan Wee-Chung Liew, John McCall:
Confidence in Prediction: An Approach for Dynamic Weighted Ensemble. 358-370 - Andrzej Swierniak, Jaroslaw Smieja, Krzysztof Fujarewicz, Rafal Suwinski:
Towards Personalized Radio-Chemotherapy - Learning from Clinical Data vs. Model Optimization. 371-379 - Urszula Markowska-Kaczmar, Grzegorz Kulakowski:
Inference Ability Assessment of Modified Differential Neural Computer. 380-391 - Joanna Wisniewska, Marek Sawerwain:
Simple Quantum Circuits for Data Classification. 392-403 - Viet Anh Nguyen, Hoai An Le Thi, Hoai Minh Le:
A DCA Based Algorithm for Feature Selection in Model-Based Clustering. 404-415 - Dylan M. Valerio, Prospero C. Naval:
PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks. 416-428
Deep Learning Models
- Linfang Wu, Hua-Ping Zhang, Yaofei Yang, Xin Liu, Kai Gao:
Dynamic Prototype Selection by Fusing Attention Mechanism for Few-Shot Relation Classification. 431-441 - Thi Ngoc Chau Vo, Hua Phung Nguyen:
An Enhanced CNN Model on Temporal Educational Data for Program-Level Student Classification. 442-454 - Jacek Trelinski, Bogdan Kwolek:
Ensemble of Multi-channel CNNs for Multi-class Time-Series Classification. Depth-Based Human Activity Recognition. 455-466 - Piotr Kluska, Maciej Zieba:
Post-training Quantization Methods for Deep Learning Models. 467-479 - Adrian Zdobylak, Maciej Zieba:
Semi-supervised Representation Learning for 3D Point Clouds. 480-491 - Tanawat Chiewhawan, Peerapon Vateekul:
Stock Return Prediction Using Dual-Stage Attention Model with Stock Relation Inference. 492-503 - Maciej Zamorski, Maciej Zieba, Jerzy Swiatek:
Comparison of Aggregation Functions for 3D Point Clouds Classification. 504-513 - Ercument Yilmaz, Maria Trocan:
Benign and Malignant Skin Lesion Classification Comparison for Three Deep-Learning Architectures. 514-524
Advanced Data Mining Techniques and Applications
- Pei-Yu Huang, Chih-Sheng Hsu, Tzung-Pei Hong, Yan-Zhih Wang, Shin-Feng Huang, Shu-Min Li:
Automatic Parameter Setting in Hough Circle Transform. 527-535 - Chun-Hao Chen, Che-Kai Fan, Tzung-Pei Hong:
Construction of an Intelligent Tennis Coach Based on Kinect and a Sensor-Based Tennis Racket. 536-544 - Eric Hsueh-Chan Lu, Kuei-Hua Chang, Jing-Mei Ciou:
Data Pre-processing Based on Convolutional Neural Network for Improving Precision of Indoor Positioning. 545-552 - Show-Jane Yen, Yue-Shi Lee:
Efficient Approaches for Updating Sequential Patterns. 553-564 - Tzu-Ting Chen, Ding-Chau Wang, Min-Xiuang Liu, Chi-Luen Fu, Lin-Yi Jiang, Gwo-Jiun Horng, Kawuu W. Lin, Mao-Yuan Pai, Tz-Heng Hsu, Yu-Chuan Lin, Min-Hsiung Hung, Chao-Chun Chen:
Improving Accuracy of Peacock Identification in Deep Learning Model Using Gaussian Mixture Model and Speeded Up Robust Features. 565-574 - Thi-Cham Nguyen, Thi-Ngan Pham, Minh-Chau Nguyen, Tri-Thanh Nguyen, Quang-Thuy Ha:
A Lifelong Sentiment Classification Framework Based on a Close Domain Lifelong Topic Modeling Method. 575-585
Multiple Model Approach to Machine Learning
- Maciej Kinal, Michal Wozniak:
Data Preprocessing for des-knn and Its Application to Imbalanced Medical Data Classification. 589-599 - Robert Burduk, Wojciech Bozejko, Szymon Zacher:
Novel Approach to Gentle AdaBoost Algorithm with Linear Weak Classifiers. 600-611 - Tan-Bao Tran, Thai-Son Tran:
Automatic Natural Image Colorization. 612-621 - Krzysztof Osada, Patient Zihisire Muke, Mateusz Piwowarczyk, Zbigniew Telec, Bogdan Trawinski:
Remote Usability Testing of Data Input Methods for Web Applications. 622-635 - Mateusz Jarosz, Marcin Kutrzynski, Tadeusz Lasota, Mateusz Piwowarczyk, Zbigniew Telec, Bogdan Trawinski:
Machine Learning Models for Real Estate Appraisal Constructed Using Spline Trend Functions. 636-648
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