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 /
This two-volume set of LNAI 12798 and 12799 constitutes the thoroughly refereed proceedings of the 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, held virtually and in Kuala Lumpur, Malaysia, in July 2021. The 87 full pap...
| Corporate Authors: | International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems Online) |
|---|---|
| Other Authors: | International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, Fujita, Hamido,, Selamat, Ali,, Lin, Jerry Chun-Wei,, Ali, Moonis,, SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer,
[2021]
|
| Physical Description: |
1 online resource : illustrations (some color). |
| Series: |
Lecture notes in computer science ;
12799. Lecture notes in computer science. Lecture notes in artificial intelligence. LNCS sublibrary. Artificial intelligence. |
| Subjects: |
Table of Contents:
- Prediction and Recommendation
- F2DeepRS: A Deep Recommendation Framework Applied to ICRC Platforms
- A Novel Rule-based Online Judge Recommender System to Promote Computer Programming Education
- Using Machine Learning to Predict Salaries of Major League Baseball Players
- Efficient Prediction of Discharge and Water Levels Using Ensemble Learning and Singular-Spectrum Analysis-based Denoising
- An Efficient Transformer-based Model for Vietnamese Punctuation Prediction
- Study of Hybridized Support Vector Regression Based Flood Susceptibility Mapping for Bangladesh
- A Fusion Approach for Paper Submission Recommendation System
- One-class Classification Approach using Feature-slide Prediction Subtask for Feature Data
- Data Management, Clustering and Classification
- A Novel Approach for Enhancing Vietnamese Sentiment Classification
- Consistency Assessment of Datasets in the Context of a Problem Domain
- Effects of Performance Clustering in User Modelling for Learning Style Knowledge Representation
- A Novel Perspective of Text Classification by Prolog-based Deductive Databases
- Improving Human Emotion Recognition from Emotive Videos using Geometric Data Augmentation
- Applying Method of Automatic Classification Tools to Make Effective Organizing of Photos Taken in Childcare Facilities
- Land Use/Land Cover Change Analysis Due to Tourism in the Chittagong Hill Tracts of Bangladesh
- Robotics
- Estimation Method for Operational Environment Complexity by a Robotic Team
- A Cloud-based Robot Framework for Indoor Object Identification using Unsupervised Segmentation Technique and Convolution Neural Network (CNN)
- Knowledge Based and Decision Support Systems
- The Concept of Information Graphs as a Tool to Identify Vulnerabilities in the Information Map of an Organization
- A Learning-Automata Based Solution for Non-Equal Partitioning: Partitions with Common GCD Sizes
- Building a Knowledge Graph with Inference for a Production Machine Using the Web of Things Standard
- Open-World Knowledge Graph Completion Benchmarks for Knowledge Discovery
- A Case-based Reasoning Approach for a Decision Support System in Manufacturing
- Online Automatic Assessment System for Program Code: Architecture and Experiences
- A Multi-Criteria Group Decision Making Procedure Based on a Multi-Granular Linguistic Approach for Changeable Scenarios
- Multimedia Applications
- Edge Based Method for Kidney Segmentation in MRI Scans
- Using the HAAR Wavelet Transform and K-nearest Neighbour Algorithm to Improve ECG Detection and Classification of Arrhythmia
- Query by Humming for Song Identification using Voice Isolation
- IMAGE-2-AQI: Aware of the Surrounding Air Qualification by a Few Images
- Advances in Sports Video Summarization-A Review based on Cricket Videos
- Augmented Audio Data in Improving Speech Emotion Classification Tasks
- Innovative Applications of Intelligent Systems
- Intelligent System of Mooring Planning based on Deep Q-learning
- Experimental Study on Predictive Modeling in the Gamification Marketing Application
- Pivot Point Based Intelligent System to Associate Creative Textual Artefacts
- Mood Support: A Personalized Intelligent Support Assignment System using an Agent-based Dynamic Configuration Model
- Continuous Build Outcome Prediction: A Small-N Experiment in Settings of a Real Software Project
- Jaskier: A Supporting Software Tool for Continuous Build Outcome Prediction Practice
- CPS and Industrial Applications
- Automated Diagnosis of Cyber-Physical Systems
- Quick Start And Adaptive New Server Monitor
- Map-matching based on HMM for Urban Traffic
- The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies
- On-demand Knowledge Graphs for Standards-based Power Grid Data Provisioning
- Defect, Anomaly and Intrusion Detection
- Intrusion Detection Algorithm Based On SDA-ELM
- Explaining Defect Detection with Saliency Maps
- d-BTAI: the Dynamic-Binary Tree Based Anomaly Identification Algorithm for Industrial Systems
- Identifying Anomaly Work in Intralogistics Using BLE and LPWA
- Financial and Supply Chain Applications
- Impact Analysis of Proactive and Reactive Inventory Disruption Management on Supply Chain Performance
- A ML-based Stock Trading Model for Profit Predication
- Machine Learning-Based Empirical Investigation For Credit Scoring In Vietnam's Banking
- Bayesian Networks
- Unsupervised Co-training of Bayesian Networks for Condition Prediction
- BigData and Time Series Processing
- Implementation of Neural Network Regression Model for Faster Redshift Analysis on Cloud-based Spark Platform
- Target Class Supervised Sample Length and Training Sample Reduction of Univariate Time Series
- Information Retrieval and Relation Extraction
- Improving Relation Extraction via Joint Coding using BiLSTM and DCNN
- A Possible Worlds Interpretation of Many-Sorted Theory for IR.