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12th ACIIDS 2020: Phuket, Thailand
- Ngoc Thanh Nguyen
, Kietikul Jearanaitanakij
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
Toward Blockchain-Assisted Gamified Crowdsourcing for Knowledge Refinement. 3-14 - Tuong Tri Nguyen
Predicting Research Collaboration Trends Based on the Similarity of Publications and Relationship of Scientists. 15-24 - Adrianna Kozierkiewicz
Assessing the Influence of Conflict Profile Properties on the Quality of Consensus. 25-36 - Bogumila Hnatkowska
OWL RL to Framework for Ontological Knowledge Integration Preliminary Transformation. 37-48
Natural Language Processing
- Yaofei Yang
Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding. 51-62 - Thanapapas Horsuwan
A Comparative Study of Pretrained Language Models on Thai Social Text Categorization. 63-75 - Myat Sapal Phyu
Comparative Analysis of Deep Learning Models for Myanmar Text Classification. 76-85 - Nina Khairova
Open Information Extraction as Additional Source for Kazakh Ontology Generation. 86-96 - Vithya Yogarajan
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
Dyslexic Frequency Signatures in Relaxation and Letter Writing. 109-119
Decision Support and Control Systems
- Iván Calvo, Mercedes G. Merayo
A Trading Framework Based on Fuzzy Moore Machines. 123-134 - Anna Motylska-Kuzma
Fuzzyfication of Repeatable Trust Game. 135-144 - Vladimir V. Mazalov
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
Continuous-Time Approach to Discrete-Time PID Control for UPS Inverters - A Case Study. 170-181 - Artur Babiarz
On Stabilizability of Discrete Time Systems with Delay in Control. 182-190 - Miyuki Koshimura
A Simple yet Efficient MCSes Enumeration with SAT Oracles. 191-201 - Asif Ahmed Neloy
Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System. 202-213 - Caterine Silva de Oliveira, Cesar Sanín
Image Representation for Cognitive Systems Using SOEKS and DDNA: A Case Study for PPE Compliance. 214-225 - Krzysztof Szwarc
Harmony Search Algorithm with Dynamic Adjustment of PAR Values for Asymmetric Traveling Salesman Problem. 226-238 - Adam Sedziwy
Graph-Based Optimization of Public Lighting Retrofit. 239-248 - Mourad Terzi
Solving the Unrelated Parallel Machine Scheduling Problem with Setups Using Late Acceptance Hill Climbing. 249-258
Computer Vision Techniques
- Julia Garbaruk
Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches. 261-270 - Mateusz Majcher
3D Model-Based 6D Object Pose Tracking on RGB Images. 271-282 - Sirichart Gobpradit
Angiodysplasia Segmentation on Capsule Endoscopy Images Using AlbuNet with Squeeze-and-Excitation Blocks. 283-293 - Aziz Siyaev
GOHAG: GANs Orchestration for Human Actions Generation. 294-305
Machine Learning and Data Mining
- Ali Selamat, Roliana Ibrahim, Sani Suleiman Isah
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
On Robustness of Adaptive Random Forest Classifier on Biomedical Data Stream. 332-344 - Aleksei Netsunajev, Sven Nõmm
Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive Ability of Classifiers. 345-357 - Duc Thuan Do, Tien Thanh Nguyen
Confidence in Prediction: An Approach for Dynamic Weighted Ensemble. 358-370 - Andrzej Swierniak
Towards Personalized Radio-Chemotherapy - Learning from Clinical Data vs. Model Optimization. 371-379 - Urszula Markowska-Kaczmar
Inference Ability Assessment of Modified Differential Neural Computer. 380-391 - Joanna Wisniewska
Simple Quantum Circuits for Data Classification. 392-403 - Viet Anh Nguyen
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
Dynamic Prototype Selection by Fusing Attention Mechanism for Few-Shot Relation Classification. 431-441 - Thi Ngoc Chau Vo
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
Stock Return Prediction Using Dual-Stage Attention Model with Stock Relation Inference. 492-503 - Maciej Zamorski
Comparison of Aggregation Functions for 3D Point Clouds Classification. 504-513 - Ercument Yilmaz
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
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
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
Improving Accuracy of Peacock Identification in Deep Learning Model Using Gaussian Mixture Model and Speeded Up Robust Features. 565-574 - Thi-Cham Nguyen
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
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
Remote Usability Testing of Data Input Methods for Web Applications. 622-635 - Mateusz Jarosz, Marcin Kutrzynski
Machine Learning Models for Real Estate Appraisal Constructed Using Spline Trend Functions. 636-648
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