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34th IEA/AIE 2021: Kuala Lumpur, Malaysia - Part II
- Hamido Fujita
, Ali Selamat
Advances and Trends in Artificial Intelligence. From Theory to Practice - 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, Kuala Lumpur, Malaysia, July 26-29, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12799, Springer 2021, ISBN 978-3-030-79462-0
Prediction and Recommendation
- Yongquan Xie
F2DeepRS: A Deep Recommendation Framework Applied to ICRC Platforms. 3-14 - Md. Mostafizer Rahman
A Novel Rule-Based Online Judge Recommender System to Promote Computer Programming Education. 15-27 - Cheng-Yu Lee, Ping-Yu Hsu, Ming-Shien Cheng, Jun-Der Leu, Ni Xu, Bo-Lun Kan:
Using Machine Learning to Predict Salaries of Major League Baseball Players. 28-33 - Anh Duy Nguyen
Efficient Prediction of Discharge and Water Levels Using Ensemble Learning and Singular-Spectrum Analysis-Based Denoising. 34-46 - Hieu Tran, Cuong V. Dinh, Quang Pham, Binh T. Nguyen:
An Efficient Transformer-Based Model for Vietnamese Punctuation Prediction. 47-58 - Zakaria Shams Siam, Rubyat Tasnuva Hasan, Soumik Sarker Anik, Fahima Noor
Study of Hybridized Support Vector Regression Based Flood Susceptibility Mapping for Bangladesh. 59-71 - Son Huynh, Nhi Dang, Phong Huynh, Dac H. Nguyen, Binh T. Nguyen:
A Fusion Approach for Paper Submission Recommendation System. 72-83 - Toshitaka Hayashi
One-Class Classification Approach Using Feature-Slide Prediction Subtask for Feature Data. 84-96
Data Management, Clustering and Classification
- Cuong V. Nguyen, Khiem H. Le, Binh T. Nguyen:
A Novel Approach for Enhancing Vietnamese Sentiment Classification. 99-111 - Bogumila Hnatkowska
Consistency Assessment of Datasets in the Context of a Problem Domain. 112-125 - Chin-Wei Teoh, Sin Ban Ho
Effects of Performance Clustering in User Modelling for Learning Style Knowledge Representation. 126-137 - Kiet Van Nguyen
A Novel Perspective of Text Classification by Prolog-Based Deductive Databases. 138-148 - Nusrat Jahan Shoumy, Li-Minn Ang, D. M. Motiur Rahaman, Tanveer A. Zia
Improving Human Emotion Recognition from Emotive Videos Using Geometric Data Augmentation. 149-161 - Takaaki Yamaga, Takayuki Inoue, Hiroki Uemura, Wakaho Otoyama, Jun Sasaki:
Applying Method of Automatic Classification Tools to Make Effective Organizing of Photos Taken in Childcare Facilities. 162-172 - Fayezah Anjum, Hasan Mohiuddin Zilany, Syed Shahir Ahmed, Md. Abdul Hoque, Aina-Nin Ania, Md. Asadut Zaman, Jebun Nahar Moni, Rashedur M. Rahman:
Land Use/Land Cover Change Analysis Due to Tourism in the Chittagong Hill Tracts of Bangladesh. 173-184
Robotics
- Denis A. Beloglazov, Maria A. Vasileva, Victor V. Soloviev, Vladimir Pereverzev
Estimation Method for Operational Environment Complexity by a Robotic Team. 187-198 - Raihan Kabir, Yutaka Watanobe, Md. Rashedul Islam:
A Cloud-Based Robot Framework for Indoor Object Identification Using Unsupervised Segmentation Technique and Convolution Neural Network (CNN). 199-211
Knowledge Based and Decision Support Systems
- Zygmunt Mazur
The Concept of Information Graphs as a Tool to Identify Vulnerabilities in the Information Map of an Organisation. 215-226 - Rebekka Olsson Omslandseter
A Learning-Automata Based Solution for Non-equal Partitioning: Partitions with Common GCD Sizes. 227-239 - Sascha Meckler
Building a Knowledge Graph with Inference for a Production Machine Using the Web of Things Standard. 240-251 - Felix Hamann, Adrian Ulges, Dirk Krechel, Ralph Bergmann:
Open-World Knowledge Graph Completion Benchmarks for Knowledge Discovery. 252-264 - Sascha Lang, Valentin Plenk, Ute Schmid
A Case-Based Reasoning Approach for a Decision Support System in Manufacturing. 265-271 - Yutaka Watanobe, Md. Mostafizer Rahman
Online Automatic Assessment System for Program Code: Architecture and Experiences. 272-283 - José Ramón Trillo
A Multi-criteria Group Decision Making Procedure Based on a Multi-granular Linguistic Approach for Changeable Scenarios. 284-295
Multimedia Applications
- Ala'a R. Al-Shamasneh, Hamid Abdullah Jalab, Hend Khalid Alkahtani:
Edge Based Method for Kidney Segmentation in MRI Scans. 299-309 - Adam Mohd Khairuddin
Using the HAAR Wavelet Transform and K-nearest Neighbour Algorithm to Improve ECG Detection and Classification of Arrhythmia. 310-322 - Edwin Alfaro-Paredes
Query by Humming for Song Identification Using Voice Isolation. 323-334 - Minh-Son Dao, Koji Zettsu, Rage Uday Kiran:
IMAGE-2-AQI: Aware of the Surrounding Air Qualification by a Few Images. 335-346 - Vani Vasudevan
Advances in Sports Video Summarization - A Review Based on Cricket Videos. 347-359 - Nusrat Jahan Shoumy, Li-Minn Ang, D. M. Motiur Rahaman, Tanveer A. Zia
Augmented Audio Data in Improving Speech Emotion Classification Tasks. 360-365
Innovative Applications of Intelligent Systems
- B. V. Gurenko, M. A. Vasileva:
Intelligent System of Mooring Planning, Based on Deep Q-Learning. 369-378 - Zhou-Yi Lim
Experimental Study on Predictive Modeling in the Gamification Marketing Application. 379-390 - Hrishikesh Kulkarni, Bradly Alicea:
Pivot Point Based Intelligent System to Associate Creative Textual Artefacts. 391-398 - Azizi Ab Aziz
Mood Support: A Personalized Intelligent Support Assignment System Using an Agent-Based Dynamic Configuration Model. 399-411 - Marcin Kawalerowicz
Continuous Build Outcome Prediction: A Small-N Experiment in Settings of a Real Software Project. 412-425 - Marcin Kawalerowicz
Jaskier: A Supporting Software Tool for Continuous Build Outcome Prediction Practice. 426-438
CPS and Industrial Applications
- Franz Wotawa
Automated Diagnosis of Cyber-Physical Systems. 441-452 - Wei Zhang:
Quick Start and Adaptive New Server Monitor. 453-461 - Dongzi Chen, Xinzheng Niu, Philippe Fournier-Viger, Wenxin Wu, Bing Wang:
Map-Matching Based on HMM for Urban Traffic. 462-473 - Uraz Odyurt
The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies. 474-484 - Vijay S. Kumar, Sharad Dixit, Kareem S. Aggour
On-demand Knowledge Graphs for Standards-Based Power Grid Data Provisioning. 485-492
Defect, Anomaly and Intrusion Detection
- Xiaotao Wei, Shuyu Ren, Yinglong Li, Xi-Xi Wang, Mengxia Jin:
Intrusion Detection Algorithm Based on SDA-ELM. 495-505 - Joe Lorentz
Explaining Defect Detection with Saliency Maps. 506-518 - Jyotirmoy Sarkar, Santonu Sarkar, Snehanshu Saha, Swagatam Das
d-BTAI: The Dynamic-Binary Tree Based Anomaly Identification Algorithm for Industrial Systems. 519-532 - Masahiro Yamaguchi
Identifying Anomaly Work in Intralogistics Using BLE and LPWA. 533-539
Financial and Supply Chain Applications
- Maroua Kessentini, Narjès Bellamine Ben Saoud:
Impact Analysis of Proactive and Reactive Inventory Disruption Management on Supply Chain Performance. 543-553 - Jimmy Ming-Tai Wu, Lingyun Sun, Gautam Srivastava, Jerry Chun-Wei Lin
A ML-Based Stock Trading Model for Profit Predication. 554-563 - Khanh Quoc Tran
Machine Learning-Based Empirical Investigation for Credit Scoring in Vietnam's Banking. 564-574
Bayesian Networks
- Mathilde Monvoisin, Philippe Leray
Unsupervised Co-training of Bayesian Networks for Condition Prediction. 577-588
BigData and Time Series Processing
- Snigdha Sen
Implementation of Neural Network Regression Model for Faster Redshift Analysis on Cloud-Based Spark Platform. 591-602 - Sanjay Kumar Sonbhadra
Target Class Supervised Sample Length and Training Sample Reduction of Univariate Time Series. 603-614
Information Retrieval and Relation Extraction
- Kaixu Wang
Improving Relation Extraction via Joint Coding Using BiLSTM and DCNN. 617-628 - Mohammed Sadou
A Possible Worlds Interpretation of Many-Sorted Theory for IR. 629-635
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