Table of Contents

• An Explanation Module for Deep Neural Networks Facing Multivariate Time Series ClassificationChao Yang, Xianzhi Wang 0001, Lina Yao, Jing Jiang 0002, Guandong Xu. 3-14 [doi]
• Privacy-Preserving in Double Deep-Q-Network with Differential Privacy in Continuous SpacesSuleiman Abahussein, Zishuo Cheng, Tianqing Zhu, Dayong Ye, Wanlei Zhou. 15-26 [doi]
• HESIP: A Hybrid System for Explaining Sub-symbolic PredictionsAbdus Salam, Rolf Schwitter, Mehmet A. Orgun. 27-39 [doi]
• An Explainable Recommendation Based on Acyclic Paths in an Edge-Colored GraphKosuke Chinone, Atsuyoshi Nakamura. 40-52 [doi]
• Knowledge Transfer for Deep Reinforcement Agents in General Game PlayingCameron McEwan, Michael Thielscher. 53-66 [doi]
• GSMI: A Gradient Sign Optimization Based Model Inversion MethodZhiyi Tian, Chenhan Zhang, Lei Cui, Shui Yu. 67-78 [doi]
• Multicollinearity Correction and Combined Feature Effect in Shapley ValuesIndranil Basu, Subhadip Maji. 79-90 [doi]
• Does a Face Mask Protect My Privacy?: Deep Learning to Predict Protected Attributes from Masked Face ImagesSachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Danula Hettiachchi, Ridwan Shariffdeen. 91-102 [doi]
• Representation-Induced Algorithmic Bias - An Empirical Assessment of Behavioural Equivalence over 14 Reinforcement Learning Algorithms Across 4 Isomorphic Gameform RepresentationsSimon C. Stanton, Julian R. Dermoudy, Robert Ollington. 103-116 [doi]
• Contextual Importance and Utility: A Theoretical FoundationKary Främling. 117-128 [doi]
• Deeper Insights into Neural Nets with Random WeightsMing Li 0065, Giorgio Gnecco, Marcello Sanguineti. 129-140 [doi]
• De Novo Molecular Generation with Stacked Adversarial ModelYuansan Liu, James Bailey 0001. 143-154 [doi]
• Tailoring Contact Based Scoring Functions for Protein Structure PredictionRianon Zaman, M. A. Hakim Newton, Fereshteh Mataeimoghadam, Abdul Sattar 0001. 155-168 [doi]
• Evaluation of Deep Learning Techniques on a Novel Hierarchical Surgical Tool DatasetMark Rodrigues, Michael Mayo, Panos Patros. 169-180 [doi]
• Feature Extraction Using Wavelet Scattering Transform Coefficients for EMG Pattern ClassificationAhmad A. Al-Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily. 181-189 [doi]
• Modelling Eye-Gaze Movement Using Gaussian Auto-regression Hidden MarkovBeinan Xu, Andy Song. 190-202 [doi]
• Strategies Improve Social Welfare: An Empirical Study of Strategic Voting in Social NetworksXiaoxue Liu, Fenghui Ren, Guoxin Su, Minjie Zhang. 203-215 [doi]
• A Network-Based Rating Mechanism Against False-Name AttackXinyuan Lian, Dengji Zhao. 216-227 [doi]
• Modular Construction Planning Using Graph Neural Network Heuristic SearchPhilip Hawkins, Frédéric Maire, Simon Denman, Mahsa Baktashmotlagh. 228-239 [doi]
• Priority-Based Traffic Management Protocols for Autonomous Vehicles on Road NetworksJianglin Qiao, Dongmo Zhang, Dave De Jonge. 240-253 [doi]
• Improving Traffic Load Prediction with Multi-modality - A Case Study of BrisbaneKhai Phan Tran, Weitong Chen, Miao Xu. 254-266 [doi]
• Predicting Geological Material Types Using Ground Penetrating RadarOliver Fleming, Adrian Ball, Rami N. Khushaba. 267-278 [doi]
• A Gated Recurrent Neural Network for Electric Vehicle Detection with Imbalanced SamplesChen Liu, Hui Song, Mahdi Jalili, Peter McTaggart. 279-290 [doi]
• User-Defined Smart Contracts Using Answer Set ProgrammingKevin Purnell, Rolf Schwitter. 291-303 [doi]
• Predicting Financial Literacy via Semi-supervised LearningDavid Hason Rudd, Huan Huo, Guandong Xu. 304-319 [doi]
• Machine Teaching-Based Efficient Labelling for Cross-unit Healthcare Data ModellingYang Wang, Xueping Peng, Allison Clarke, Clement Schlegel, Jing Jiang. 320-331 [doi]
• Predicting COVID-19 Patient Shielding: A Comprehensive StudyVithya Yogarajan, Jacob Montiel, Tony Smith, Bernhard Pfahringer. 332-343 [doi]
• Machine Learning Algorithms in Application to COVID-19 Severity Prediction in PatientsAlisher Ikramov, Khikmat Anvarov, Visolat Sharipova, Nurbek Iskhakov, Abdusalom Abdurakhmonov, Azamat Alimov. 344-355 [doi]
• Identifying the Effective Restriction and Vaccination Policies During the COVID-19 Crisis in Sydney: A Machine Learning ApproachSeunghyeon Lee, Fang Chen. 356-367 [doi]
• Beyond Topics: Discovering Latent Healthcare Objectives from Event SequencesAdrian Caruana, Madhushi Bandara, Daniel R. Catchpoole, Paul J. Kennedy. 368-380 [doi]
• Predicting Outcomes for Cancer Patients with Transformer-Based Multi-task LearningLeah Gerrard, Xueping Peng, Allison Clarke, Clement Schlegel, Jing Jiang. 381-392 [doi]
• Deep Reinforcement Learning for Dynamic Things of Interest Recommendation in Intelligent Ambient EnvironmentMay S. Altulyan, Chaoran Huang 0001, Lina Yao, Xianzhi Wang 0001, Salil S. Kanhere. 393-404 [doi]
• A Self-learning Approach for Beggiatoa Coverage Estimation in AquacultureYanyu Chen, Yunjue Zhou, Son Tran, Mira Park 0001, Scott Hadley, Myriam Lacharite, Quan Bai. 405-416 [doi]
• Real-Time Prediction of the Lane-Based Delay for Group-Based Adaptive Traffic Operations Using Long Short-Term MemorySeunghyeon Lee, Dong Ngoduy, Fang Chen. 417-427 [doi]
• Exploring Transformers for Intruder Detection in Complex Maritime EnvironmentMrunalini Nalamati, Muhammad Saqib, Nabin Sharma, Michael Blumenstein. 428-439 [doi]
• Transfer Learning Assisted GPHH for Dynamic Multi-Workflow Scheduling in Cloud ComputingKirita-Rose Escott, Hui Ma 0001, Gang Chen 0002. 440-451 [doi]
• Transfer Learning and Data Augmentation in the Diagnosis of Knee MRIJohn Haddadian, Mehala Balamurali. 452-463 [doi]
• Analysing Multiobjective Optimization Using Evolutionary Path Length CorrelationDaniel Herring, Dean Pakravan, Michael Kirley. 467-479 [doi]
• Decentralizing Self-organizing MapsMd Mohiuddin Khan, Kathryn Kasmarik, Matt Garratt. 480-493 [doi]
• A Heuristic Repair Algorithm for the Maximum Stable Marriage Problem with Ties and Incomplete ListsHoang Huu Viet, Nguyen Thi Uyen, Son Thanh Cao, TaeChoong Chung. 494-506 [doi]
• The Hierarchical Discrete Learning Automaton Suitable for Environments with Many Actions and High Accuracy RequirementsRebekka Olsson Omslandseter, Lei Jiao 0001, Xuan Zhang 0007, Anis Yazidi, B. John Oommen. 507-518 [doi]
• Hybrid Grouping Genetic Algorithm for Large-Scale Two-Level Resource Allocation of Containers in the CloudTaiwo Akindele, Boxiong Tan, Yi Mei 0001, Hui Ma 0001. 519-530 [doi]
• Transfer Learning for Autonomous Recognition of Swarm Behaviour in UGVsShadi Abpeikar, Kathryn Kasmarik, Phi Vu Tran, Matt Garratt. 531-542 [doi]
• Multivariate Ordinal Patterns for Symmetry Approximation in Dynamic Probabilistic Relational ModelsNils Finke, Ralf Möller 0001, Marisa Mohr. 543-555 [doi]
• A Hybrid Multiagent-Based Rescheduling Mechanism for Open and Stochastic Environments Concerning the Execution StageYikun Yang, Fenghui Ren, Minjie Zhang. 556-569 [doi]
• BiES: Adaptive Policy Optimization for Model-Based Offline Reinforcement LearningYijun Yang, Jing Jiang 0002, Zhuowei Wang 0003, Qiqi Duan, Yuhui Shi. 570-581 [doi]
• Improvement of Arc Consistency in Asynchronous Forward Bounding AlgorithmRachid Adrdor, Lahcen Koutti. 582-591 [doi]
• GAN-Assisted YUV Pixel Art GenerationZhouyang Jiang, Penny Sweetser. 595-606 [doi]
• Investigating Active Positive-Unlabeled Learning with Deep NetworksKun Han, Weitong Chen, Miao Xu. 607-618 [doi]
• UFO RPN: A Region Proposal Network for Ultra Fast Object DetectionWenkai Li, Andy Song. 619-631 [doi]
• Accurate New Zealand Wildlife Image Classification-Deep Learning ApproachBenjamin Curran, Seyed Mohammad Nekooei, Gang Chen 0002. 632-644 [doi]
• Better Self-training for Image Classification Through Self-supervisionAttaullah Sahito, Eibe Frank, Bernhard Pfahringer. 645-657 [doi]
• Video-Based Student Engagement Estimation via Time Convolution Neural Networks for Remote LearningKhaled Saleh, Kun Yu, Fang Chen 0001. 658-667 [doi]
• Eye Movement and Visual Target Synchronization Level Detection Using Deep LearningLiuchun Yao, Mira Park 0001, Saurabh Grag, Quan Bai. 668-678 [doi]
• Vehicle Detection Based on Cascade Deep Learning Method Using Deformed Oriented Bounding BoxWenli Yang, Mira Park 0001, Xianghui Song, Sun Ling, Yameng Li, Xiaotong Gu. 679-690 [doi]
• Improving Evolutionary Generative Adversarial NetworksZheping Liu, Nasser R. Sabar, Andy Song. 691-702 [doi]
• Focus-Based Text Summarisation with Hybrid EmbeddingsJingli Shi, Lui Hellesoe, Guan Wang, Weihua Li, Quan Bai. 705-715 [doi]
• An Empirical Study of Fuzzy Decision Tree for Gradient Boosting EnsembleZhaoqing Liu, Anjin Liu, Guangquan Zhang 0001, Jie Lu 0001. 716-727 [doi]
• SimSCL: A Simple Fully-Supervised Contrastive Learning Framework for Text RepresentationYouness Moukafih, Abdelghani Ghanem, Karima Abidi, Nada Sbihi, Mounir Ghogho, Kamel Smaïli. 728-738 [doi]
• KPCR: Knowledge Graph Enhanced Personalized Course RecommendationHeeSeok Jung, Yeonju Jang, Seonghun Kim, Hyeoncheol Kim. 739-750 [doi]
• Probabilistic Term Weighting Based on Three-Way Decisions for Class Based Feature SelectionAisha Rashed Albqmi, Yuefeng Li, Yue Xu 0001. 751-762 [doi]
• LTWNN: A Novel Approach Using Sentence Embeddings for Extracting Diverse Concepts in MOOCsZhijie Wu, Jia Zhu, Shi Xu, Zhiwen Yan, Wanying Liang. 763-774 [doi]
• ETBTRank: Ranking Biterms in Paper Titles for Emerging Topic DiscoveryJunfeng Wu, Guangyan Huang, Roozbeh Zarei. 775-784 [doi]
• Inference of Geological Material Groups Using Structural Monitoring Sensors on ExcavatorsLiyang Liu, Mehala Balamurali, Katherine L. Silversides, Rami N. Khushaba. 787-797 [doi]