Abstract is missing.
- Mining Partially-Ordered Episode Rules in an Event SequencePhilippe Fournier-Viger, Yangming Chen, Farid Nouioua, Jerry Chun-Wei Lin. 3-15 [doi]
- Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset MiningM. Saqib Nawaz, Philippe Fournier-Viger, Wei Song, Jerry Chun-Wei Lin, Bernd Noack. 16-28 [doi]
- 1 MarginsLeon Bobrowski. 29-40 [doi]
- Automatic Identification of Bird Species from AudioSilvestre Carvalho, Elsa Ferreira Gomes. 41-52 [doi]
- Session Based Recommendations Using Recurrent Neural Networks - Long Short-Term MemoryMichal Dobrovolny, Ali Selamat, Ondrej Krejcar. 53-65 [doi]
- UVDS: A New Dataset for Traffic Forecasting with Spatial-Temporal CorrelationKhac-Hoai Nam Bui, Hongsuk Yi, Jiho Cho. 66-77 [doi]
- A Parallelized Frequent Temporal Pattern Mining Algorithm on a Time Series DatabaseNguyen Thanh Vu, Chau Vo. 78-91 [doi]
- An Efficient Approach for Mining High-Utility Itemsets from Multiple Abstraction LevelsTrinh D. D. Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz, Thiet Pham, Bay Vo. 92-103 [doi]
- Mining Class Association Rules on Dataset with Missing DataHoang Lam Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz. 104-116 [doi]
- Clustering Count Data with Stochastic Expectation PropagationXavier Sumba, Nuha Zamzami, Nizar Bouguila. 119-129 [doi]
- Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture ModelMohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Wentao Fan. 130-143 [doi]
- Mixture-Based Unsupervised Learning for Positively Correlated Count DataOrnela Bregu, Nuha Zamzami, Nizar Bouguila. 144-154 [doi]
- Phase Prediction of Multi-principal Element Alloys Using Support Vector Machine and Bayesian OptimizationNguyen Hai Chau, Masatoshi Kubo, Le Viet Hai, Tomoyuki Yamamoto. 155-167 [doi]
- VEGAS: A Variable Length-Based Genetic Algorithm for Ensemble Selection in Deep Ensemble LearningKate Han, Tien Pham, Trung Hieu Vu, Truong Dang, John A. W. McCall, Tien Thanh Nguyen. 168-180 [doi]
- Demand Forecasting for Textile Products Using Statistical Analysis and Machine Learning AlgorithmsLeandro Leonardo Lorente-Leyva, M. M. E. Alemany, Diego Hernán Peluffo-Ordóñez, Roberth A. Araujo. 181-194 [doi]
- Parallelization of Reinforcement Learning Algorithms for Video GamesMarek Kopel, Witold Szczurek. 195-207 [doi]
- A Gap-Based Memetic Differential Evolution (GaMeDE) Applied to Multi-modal Optimisation - Using Multi-objective Optimization ConceptsMaciej Laszczyk, Pawel B. Myszkowski. 211-223 [doi]
- Simulating Emergency Departments Using Generalized Petri NetsIbtissem Chouba, Lionel Amodeo, Farouk Yalaoui, Taha Arbaoui, David Laplanche. 224-234 [doi]
- What Do You Know About Your Network: An Empirical Study of Value Network Awareness in E-commerceBartlomiej Pieranski, Arkadiusz Kawa. 235-245 [doi]
- A Robust Approach to Employee Competences in Project ManagementJaroslaw Wikarek, Pawel Sitek. 246-258 [doi]
- Key Aspects of Customer Intelligence in the Era of Massive DataNguyen Anh Khoa Dam, Thang Le Dinh, William Menvielle. 259-271 [doi]
- How Spatial Data Analysis Can Make Smart Lighting SmarterSebastian Ernst, Jakub Starczewski. 272-285 [doi]
- Convolutional Neural Networks for Web Documents ClassificationCodrut-Georgian Artene, Marius Nicolae Tibeica, Dumitru Daniel Vecliuc, Florin Leon. 289-302 [doi]
- Sequential Model-Based Optimization for Natural Language Processing Data Pipeline Selection and OptimizationPiyadanai Arntong, Worapol Alex Pongpech. 303-313 [doi]
- Automatic Cyberbullying Detection on Twitter Using Bullying Expression DictionaryJianwei Zhang 0002, Taiga Otomo, Lin Li, Shinsuke Nakajima. 314-326 [doi]
- Development of Morphological Segmentation for the Kyrgyz Language on Complete Set of EndingsAigerim Toleush, Nella Israilova, Ualsher Tukeyev. 327-339 [doi]
- Empirical Study of Tweets Topic Classification Using Transformer-Based Language ModelsRanju Mandal, Jinyan Chen, Susanne Becken, Bela Stantic. 340-350 [doi]
- A New Approach for Measuring the Influence of Users on TwitterDinh Tuyen Hoang, Botambu Collins, Ngoc Thanh Nguyen, Dosam Hwang. 351-361 [doi]
- Building a Domain-Specific Knowledge Graph for Business Networking AnalysisDidier Gohourou, Kazuhiro Kuwabara. 362-372 [doi]
- N-Tier Machine Learning-Based Architecture for DDoS Attack DetectionThi-Hong Vuong, Cam-Van Nguyen Thi, Quang-Thuy Ha. 375-385 [doi]
- Detection of Distributed Denial of Service Attacks Using Automatic Feature Selection with Enhancement for Imbalance DatasetDuy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha. 386-398 [doi]
- AntiPhiMBS: A New Anti-phishing Model to Mitigate Phishing Attacks in Mobile Banking System at Application LevelTej Narayan Thakur, Noriaki Yoshiura. 399-412 [doi]
- Missing and Incomplete Data Handling in Cybersecurity ApplicationsMarek Pawlicki, Michal Choras, Rafal Kozik, Witold Holubowicz. 413-426 [doi]
- An Experimental Study of Machine Learning for Phishing DetectionDumitru Daniel Vecliuc, Codrut-Georgian Artene, Marius Nicolae Tibeica, Florin Leon. 427-439 [doi]
- Model for Application of Optical Passive SFM Method in Reconstruction of 3D Space and ObjectsAnte Javor, Goran Dambic, Leo Mrsic. 443-453 [doi]
- Ground Plane Estimation for Obstacle Avoidance During Fixed-Wing UAV LandingDamian Peszor, Konrad Wojciechowski, Marcin Szender, Marzena Wojciechowska, Marcin Paszkuta, Jerzy Pawel Nowacki. 454-466 [doi]
- UAV On-Board Emergency Safe Landing Spot Detection System Combining Classical and Deep Learning-Based Segmentation MethodsMarcin Paszkuta, Jakub Rosner, Damian Peszor, Marcin Szender, Marzena Wojciechowska, Konrad Wojciechowski, Jerzy Pawel Nowacki. 467-478 [doi]
- Wasserstein Generative Adversarial Networks for Realistic Traffic Sign Image GenerationChristine Dewi, Rung Ching Chen, Yan-Ting Liu. 479-493 [doi]
- An Approach to Automatic Detection of Architectural Façades in Spherical ImagesMarcin Kutrzynski, Bartosz Zak, Zbigniew Telec, Bogdan Trawinski. 494-504 [doi]
- Real-Time Multi-view Face Mask Detector on Edge Device for Supporting Service Robots in the COVID-19 PandemicMuhamad Dwisnanto Putro, Duy-Linh Nguyen, Kang-Hyun Jo. 507-517 [doi]
- Eye State Recognizer Using Light-Weight Architecture for Drowsiness WarningDuy-Linh Nguyen, Muhamad Dwisnanto Putro, Kang-Hyun Jo. 518-530 [doi]
- NovemE - Color Space Net for Image ClassificationUrvi Oza, Sarangi Patel, Pankaj Kumar. 531-543 [doi]
- Application of Improved YOLOv3 Algorithm in Mask RecognitionFanxing Meng, Weimin Wei, Zhi Cai, Chang Liu. 544-555 [doi]
- Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization AlgorithmTrung Nguyen, Huy Nguyen, Khai Dang, Phuong Nguyen, Ha Pham, Anh Bui. 556-568 [doi]
- Word Segmentation for Gujarati Handwritten DocumentsDivya Bhatia, Mukesh M. Goswami, Suman K. Mitra. 569-580 [doi]
- A SPEA-Based Group Trading Strategy Portfolio Optimization AlgorithmChun-Hao Chen, Chong-You Ye, Yeong-Chyi Lee, Tzung-Pei Hong. 583-592 [doi]
- Develop a Hybrid Human Face Recognition System Based on a Dual Deep Neural Network by Interactive Correction TrainingPin-Xin Lee, Ding-Chau Wang, Zhi-Jing Tsai, Chao-Chun Chen. 593-605 [doi]
- Forecasting Stock Trend Based on the Constructed Anomaly-Patterns Based Decision TreeChun-Hao Chen, Yin-Ting Lin, Shih-Ting Hung, Mu-En Wu. 606-615 [doi]
- A Transparently-Secure and Robust Stock Data Supply Framework for Financial-Technology ApplicationsLin-Yi Jiang, Cheng-Ju Kuo, Yu-Hsin Wang, Mu-En Wu, Wei-Tsung Su, Ding-Chau Wang, O. Tang-Hsuan, Chi-Luen Fu, Chao-Chun Chen. 616-629 [doi]
- Comparison of Machine Learning Methods for Life Trajectory Analysis in DemographyAnna Muratova, Ekaterina Mitrofanova, Robiul Islam. 630-642 [doi]
- An Efficient Method for Multi-request Route SearchEric Hsueh-Chan Lu, Sin-Sian Syu. 643-652 [doi]
- Machine Learning Model for the Classification of Musical Composition GenresJavor Marosevic, Goran Dajmbic, Leo Mrsic. 653-664 [doi]
- Emotional Piano Melodies Generation Using Long Short-Term MemoryKhongorzul Munkhbat, Bilguun Jargalsaikhan, Tsatsral Amarbayasgalan, Nipon Theera-Umpon, Keun Ho Ryu. 667-677 [doi]
- SE-U-Net: Contextual Segmentation by Loosely Coupled Deep Networks for Medical Imaging IndustryLin-Yi Jiang, Cheng-Ju Kuo, O. Tang-Hsuan, Min-Hsiung Hung, Chao-Chun Chen. 678-691 [doi]
- Contextual Soft Dropout Method in Training of Artificial Neural NetworksTu-Nga Ly, Rafal Kern, Khanindra Pathak, Krzysztof Wolk, Erik Dawid Burnell. 692-703 [doi]
- Bone Age Assessment by Means of Intelligent ApproachesMaria Ginal, Dariusz Frejlichowski. 704-716 [doi]
- Random Number Generators in Training of Contextual Neural NetworksMaciej Huk, Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto. 717-730 [doi]
- The Impact of Aggregation Window Width on Properties of Contextual Neural Networks with Constant Field of AttentionMiroslava Mikusová, Antonin Fuchs, Marcin Jodlowiec, Erik Dawid Burnell, Krzysztof Wolk. 731-742 [doi]
- Towards Layer-Wise Optimization of Contextual Neural Networks with Constant Field of AggregationMiroslava Mikusová, Antonin Fuchs, Adrian Karasinski, Rashmi Dutta Baruah, Rafal Palak, Erik Dawid Burnell, Krzysztof Wolk. 743-753 [doi]
- Community Detection in Complex Networks: A Survey on Local ApproachesSaharnaz E. Dilmaghani, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry. 757-767 [doi]
- A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming BehavioursGabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry. 768-781 [doi]
- Cross-Domain Co-Author Recommendation Based on Knowledge Graph ClusteringTahsir Ahmed Munna, Radhakrishnan DelhiBabu. 782-795 [doi]
- Trident: Change Point Detection for Multivariate Time Series via Dual-Level Attention LearningZiyi Duan, Haizhou Du, Yang Zheng. 799-810 [doi]
- Facial Representation Extraction by Mutual Information Maximization and Correlation MinimizationXiaobo Wang, Wenyun Sun, Zhong Jin. 811-823 [doi]
- Localization System for Wheeled Vehicles Operating in Underground Mine Based on Inertial Data and Spatial Intersection Points of Mining ExcavationsArtur Skoczylas, Pawel Stefaniak. 824-834 [doi]
- Evaluating Mutation Operator and Test Case Effectiveness by Means of Mutation TestingVan-Nho Do, Quang Vu Nguyen, Thanh Binh Nguyen. 837-850 [doi]
- Usability Study of Mobile Applications with Cognitive Load Resulting from Environmental FactorsBeata Karczewska, Elzbieta Kukla, Patient Zihisire Muke, Zbigniew Telec, Bogdan Trawinski. 851-864 [doi]