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14th ACIIDS 2022: Ho Chi Minh City, Vietnam - Part II
- Ngoc Thanh Nguyen
, Tien Khoa Tran
Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13758, Springer 2022, ISBN 978-3-031-21966-5
Machine Learning and Data Mining
- David L. John, Bela Stantic:
Machine Learning or Lexicon Based Sentiment Analysis Techniques on Social Media Posts. 3-12 - Barbara Probierz
A Comparative Study of Classification and Clustering Methods from Text of Books. 13-25 - Minh Hieu Nguyen, Viet Huy Nguyen, Thanh Trung Huynh, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen
A Lightweight and Efficient GA-Based Model-Agnostic Feature Selection Scheme for Time Series Forecasting. 26-39 - Krzysztof Fujarewicz
Machine Learning Approach to Predict Metastasis in Lung Cancer Based on Radiomic Features. 40-50 - Damian Peszor
Covariance Controlled Bayesian Rose Trees. 51-63 - Agata Wilk
Potential of Radiomics Features for Predicting Time to Metastasis in NSCLC. 64-76 - Joveria Rubab, Hammad Afzal, Waleed Bin Shahid:
A Survey of Network Features for Machine Learning Algorithms to Detect Network Attacks. 77-88 - Agnieszka Nowak-Brzezinska
The Quality of Clustering Data Containing Outliers. 89-102 - Damian Peszor
Aggregated Performance Measures for Multi-class Classification. 103-115 - Roman Jaksik, Jaroslaw Smieja:
Prediction of Lung Cancer Survival Based on Multiomic Data. 116-127 - Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan:
Graph Neural Networks-Based Multilabel Classification of Citation Network. 128-140 - Penugonda Ravikumar
Towards Efficient Discovery of Partial Periodic Patterns in Columnar Temporal Databases. 141-154 - Maciej Huk
Avoiding Time Series Prediction Disbelief with Ensemble Classifiers in Multi-class Problem Spaces. 155-166 - Eyad Kannout
Speeding Up Recommender Systems Using Association Rules. 167-179 - Binh Van Duong
An Empirical Experiment on Feature Extractions Based for Speech Emotion Recognition. 180-191 - Khanh-Tung Nguyen
Parameter Distribution Ensemble Learning for Sudden Concept Drift Detection. 192-203 - Li-Hua Li, Radius Tanone
MLP-Mixer Approach for Corn Leaf Diseases Classification. 204-215 - Tamás Matuszka, Dániel Kozma:
A Novel Neural Network Training Method for Autonomous Driving Using Semi-Pseudo-Labels and 3D Data Augmentations. 216-229 - Grazyna Slusarczyk
Machine Learning Methods for BIM Data. 230-240 - Alicja Miniak-Górecka
Self-Optimizing Neural Network in Classification of Real Valued Experimental Data. 241-254 - Vo Van Hai
Analyzing the Effectiveness of the Gaussian Mixture Model Clustering Algorithm in Software Enhancement Effort Estimation. 255-268 - Tu Huynh, Tuyen-Thanh-Thi Ho, Bac Le:
Graph Classification via Graph Structure Learning. 269-281 - Robert Burduk
Relearning Ensemble Selection Based on New Generated Features. 282-291 - Michal Maliszewski, Urszula Boryczka:
Random Forest in Whitelist-Based ATM Security. 292-301 - Marcin Jodlowiec
Layer-Wise Optimization of Contextual Neural Networks with Dynamic Field of Aggregation. 302-312
Computer Vision Techniques
- Kazimierz Choros
Automatic Counting of People Entering and Leaving Based on Dominant Colors and People Silhouettes. 315-328 - Jakub Adler, Jolanta Kawulok
Toward Understanding the Impact of Input Data for Multi-Image Super-Resolution. 329-342 - Linh Phung-Khanh, Bogdan Trawinski, Vi Le-Thi-Tuong, Anh Pham-Hoang-Nam, Nga Ly-Tu:
Single-Stage Real-Time Face Mask Detection. 343-355 - Mikolaj Leszczuk
User-Generated Content (UGC)/In-The-Wild Video Content Recognition. 356-368 - Linh Khanh Phung, Sinh Van Nguyen, Tan Duy Le
A Research for Segmentation of Brain Tumors Based on GAN Model. 369-381 - Trong-Nghia Pham, Nam-Phong Nguyen
Tracking Student Attendance in Virtual Classes Based on MTCNN and FaceNet. 382-394 - Minh Hoang Pham, Sinh Van Nguyen, Tung Le
A Correct Face Mask Usage Detection Framework by AIoT. 395-407 - Dang-Ha Nguyen
A New 3D Face Model for Vietnamese Based on Basel Face Model. 408-420 - Hansi Gunasinghe, James McKelvie, Abigail M. Y. Koay
Domain Generalisation for Glaucoma Detection in Retinal Images from Unseen Fundus Cameras. 421-433 - Michal Haindl
BRDF Anisotropy Criterion. 434-444 - Aliya Nugumanova
Clustering Analysis Applied to NDVI Maps to Delimit Management Zones for Grain Crops. 445-457 - Krzysztof Wrobel, Rafal Doroz, Piotr Porwik
Features of Hand-Drawn Spirals for Recognition of Parkinson's Disease. 458-469 - Jessie James P. Suarez
FASENet: A Two-Stream Fall Detection and Activity Monitoring Model Using Pose Keypoints and Squeeze-and-Excitation Networks. 470-483 - Talshyn Sarsembayeva
Pre-processing of CT Images of the Lungs. 484-491
Innovations in Intelligent Systems
- Chien-Wen Shen
Application of Hyperledger Blockchain to Reduce Information Asymmetries in the Used Car Market. 495-508 - Arkadiusz Warzynski
Excess-Mass and Mass-Volume Quality Measures Susceptibility to Intrusion Detection System's Data Dimensionality. 509-519 - Tuong Nguyen-Van, Thanh Nguyen-Van, Tien-Thinh Nguyen, Dong Bui-Huu, Quang Le-Nhat, Tran Vu Pham, Khuong Nguyen-An
A Homomorphic Encryption Approach for Privacy-Preserving Deep Learning in Digital Health Care Service. 520-533 - Anran Hao, Siu Cheung Hui, Jian Su
Semantic Pivoting Model for Effective Event Detection. 534-546 - Jelena Graovac
Meet Your Email Sender - Hybrid Approach to Email Signature Extraction. 547-558 - Teguh Indra Bayu
Performance of Packet Delivery Ratio for Varying Vehicles Speeds on Highway Scenario in C-V2X Mode 4. 559-568 - Zbigniew Lipinski
Extensions of the Diffie-Hellman Key Agreement Protocol Based on Exponential and Logarithmic Functions. 569-581 - Marek Kopel
Music Industry Trend Forecasting Based on MusicBrainz Metadata. 582-594 - Tej Narayan Thakur
AntiPhiMBS-TRN: A New Anti-phishing Model to Mitigate Phishing Attacks in Mobile Banking System at Transaction Level. 595-607 - Thong Bui, Tan Duy Le
Blockchain-Based Decentralized Digital Content Management and Sharing System. 608-620 - Zhanna Alimzhanova
Analysis of Ciphertext Behaviour Using the Example of the AES Block Cipher in ECB, CBC, OFB and CFB Modes of Operation, Using Multiple Encryption. 621-629 - Jolanta Mizera-Pietraszko
Vulnerability Analysis of IoT Devices to Cyberattacks Based on Naïve Bayes Classifier. 630-642 - Zbigniew Lipinski
Symmetric and Asymmetric Cryptography on the Special Linear Cracovian Quasigroup. 643-655 - Maciej Walczynski
Multi-pass, Non-recursive Acoustic Echo Cancellation Sequential and Parallel Algorithms. 656-668 - Emna Hosni
Effective Resource Utilization in Heterogeneous Hadoop Environment Through a Dynamic Inter-cluster and Intra-cluster Load Balancing. 669-681 - Bozena Kostek
Intelligent Audio Signal Processing - Do We Still Need Annotated Datasets? 682-692 - Patient Zihisire Muke
Multimodal Approach to Measuring Cognitive Load Using Sternberg Memory and Input Diagrammatic Reasoning Tests. 693-713 - Przemyslaw Blaskiewicz
Chaining Electronic Seals - An eIDAS Compliant Framework for Controlling SSCD. 714-732
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