Table of Contents

• Using Deep Learning to Detecting DeepfakesJacob Mallet, Rushit Dave, Naeem Seliya, Mounika Vanamala. 1-5 [doi]
• Cryptocurrency Trading Agent Using Deep Reinforcement LearningUwais Suliman, Terence L. van Zyl, Andrew Paskaramoorthy. 6-10 [doi]
• Fake News Detection Using Deep Learning and Natural Language ProcessingAnand Matheven, Burra Venkata Durga Kumar. 11-14 [doi]
• Channel Quality Prediction in 5G LTE Small Cell Mobile Network Using Deep LearningNdolane Diouf, Massa Ndong, Dialo Diop, Kharouna Talla, Mamadou Sarr, Aboubaker Chedikh Beye. 15-20 [doi]
• Enhancing Classification Performance for Android Small Sample Malicious Families Using Hybrid RGB Image Augmentation MethodYi-Hsuan Ting, Yi-Ming Chen, Li-Kai Chen. 21-25 [doi]
• Layer Sensitivity Aware CNN Quantization for Resource Constrained Edge DevicesAlptekin Vardar, Li Zhang, Susu Hu, Saiyam Bherulal Jain, Shaown Mojumder, Nellie Laleni, Ashish Shrivastava, Sourav De 0002, Thomas Kämpfe. 26-30 [doi]
• Learning Disentangled Representations Using Dormant VariationsKanmani Palaniappan, S. Ushasukhanya, T. Y. J. Naga Malleswari, Prabha Selvaraj, Vijay Kumar Burugari. 31-35 [doi]
• Heart Disease Prediction Using Hybrid Machine Learning Model Based on Decision Tree and Neural NetworkMostafa Bakhshi, Seyedeh Leili Mirtaheri, Sergio Greco. 36-41 [doi]
• Continuous User Authentication Using Machine Learning and Multi-finger Mobile Touch Dynamics with a Novel DatasetZachary Deridder, Nyle Siddiqui, Thomas Reither, Rushit Dave, Brendan Pelto, Mounika Vanamala, Naeem Seliya. 42-46 [doi]
• On the Biological Plausibility of Orthogonal Initialisation for Solving Gradient Instability in Deep Neural NetworksNikolay Manchev, Michael W. Spratling. 47-55 [doi]
• Non-fungible Token Price Prediction with Multivariate LSTM Neural NetworksJerome Branny, Rolf Dornberger, Thomas Hanne. 56-61 [doi]
• A Novel Approach for Federated Learning with Non-IID DataHiep Thi Hong Nguyen, Harikrishna Warrier, Yogesh Gupta. 62-67 [doi]
• Explainable Machine Learning Models for Pneumonia Mortality Risk Prediction Using MIMIC-III DataJames Sanii, Wai-Yip Chan. 68-73 [doi]
• Proficiency Prediction System for Online Learning Based on Recurrent Neural NetworksYou-Xuan Huang, Nen-Fu Huang, Jiang-Wei Tzeng, James Liang, Ching-Wei Su, Yao-Ting Li. 74-78 [doi]
• Loan Repayment Prediction Using Logistic Regression Ensemble Learning With Machine Learning AlgorithmsThuan Nguyen Dinh, Binh Pham Thanh. 79-85 [doi]
• Evaluating the performance of the Quantum Approximate Optimisation Algorithm to solve the Quadratic Assignment ProblemMaxine T. Khumalo, Krupa Prag, Kenneth John Nixon. 86-90 [doi]
• A Population-Based Algorithm for Solving the Fuzzy Capacitated Maximal Covering Location ProblemMéziane Aïder, Imene Dey, Mhand Hifi. 91-96 [doi]
• A Comparison of Linear Rank and Tournament for Parent Selection in a Genetic Algorithm Solving a Dynamic Travelling Salesman ProblemRamona Boeh, Thomas Hanne, Rolf Dornberger. 97-102 [doi]
• A Hybrid Gain-Ant Colony Algorithm for Green Vehicle Routing ProblemV. Sangeetha, Raghunathan Krishankumar, K. S. Ravichandran 0001, Amir H. Gandomi. 103-108 [doi]
• Comparison of Trajectory and Population-Based Algorithms for Optimizing Constrained Open-Pit Mining ProblemIman Rahimi, Theodore Picard, Andrew Morabito, Kiriakos Pampalis, Aiden Abignano, Amir H. Gandomi. 109-112 [doi]
• Exploring the Potential of a Genetic Algorithm on a Real-World Complex Scheduling ProblemSzilvia Jáhn-Erdös, Bence Kovári. 113-117 [doi]
• A Cooperative Population-Based Method for Solving the Max-Min Knapsack Problem with Multi-scenariosMéziane Aïder, Mhand Hifi, Khadidja Latram. 118-123 [doi]
• Optimizing Speed and Accuracy Trade-off in Machine Learning Models via Stochastic Gradient Descent ApproximationJasper Kyle Catapang. 124-128 [doi]
• Pipeline Leakage Detection and Characterisation with Adaptive Surrogate Modelling Using Particle Swarm OptimisationMutiu Adesina Adegboye, Aditya Karnik, Wai-keung Fung, Radhakrishna Prabhu. 129-134 [doi]
• Modeling and Optimization of Two-Chamber Muffler by Genetic AlgorithmJing-Fung Lin. 135-139 [doi]
• Fuzzy Object Ambiguity Determination and Human Attention Assessment for Domestic Service RobotsKevin Fan, Mélanie Jouaiti, Kerstin Dautenhahn, Chrystopher L. Nehaniv. 140-145 [doi]
• MVI-DCGAN Insights into Heterogenous EO and Passive RF FusionAsad Vakil, Erik Blasch, Robert L. Ewing, Jia Li 0010. 146-151 [doi]
• Feature Construction, Feature Reduction and Search Space Reduction Using Genetic ProgrammingDavid Herrera-Sánchez, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa. 152-156 [doi]
• CILDI: Class Incremental Learning with Distilled ImagesAbel S. Zacarias, Luís A. Alexandre. 157-161 [doi]
• Towards Determining the Optimal Application of Distributed Generation for Grid IntegrationK. Moloi, H. Langa. 162-166 [doi]
• Knowledge Graph Fusion for Language Model Fine-TuningNimesh Bhana, Terence L. van Zyl. 167-172 [doi]
• Dysfluency Classification in Speech Using a Biological Sound Perception ModelMélanie Jouaiti, Kerstin Dautenhahn. 173-177 [doi]
• Hybrid Joint Embedding with Intra-Modality Loss for Image-Text MatchingDoaa B. Ebaid, Adel A. El-Zoghabi, Magda M. Madbouly. 178-182 [doi]
• Empirical Evaluation of Word Representation Methods in the Context of Candidate-Job Recommender SystemsGazmira Brahushi, Uzair Ahmad. 183-187 [doi]
• Online News Extraction and Multiclass Classification Using Linear Support Vector MachinesApoorva Gupta, Smriti Arora, Niyati Baliyan. 188-191 [doi]
• The Usability of Derived Function Features in Online Signature VerificationCintia Lia Szücs, Bence Kovári. 192-197 [doi]
• Agent-Based Document Expansion for Information Retrieval Based on Topic Modeling of Local InformationOliver Strauß, Damian Kutzias, Holger Kett. 198-202 [doi]
• Hadamard Estimated Attention Transformer (HEAT): Fast Approximation of Dot Product Self-attention for Transformers Using Low-Rank Projection of Hadamard ProductJasper Kyle Catapang. 203-206 [doi]
• Naïve Bayes with Negation Handling for Sentiment Analysis of Twitter DataLobna H. Kamal, Gerard T. McKee, Nermin Abdelhakim Othman. 207-212 [doi]
• VPass: An Open-Source COVID-19 Vaccine Passport, and Vaccine HesitancyRavi Kansagara, ANK Zaman. 213-216 [doi]
• Enhanced RecycleNet for Efficient Waste ClassificationBhagawat Adhikari, Raj Kumar Ranabhat, Mohammad Mizanur Rahman, Rasha Kashef 0001. 217-222 [doi]
• Texture Analysis on Digital Microscopic Leather Images For Species IdentificationAnjli Varghese, Malathy Jawahar, A. Amalin Prince, Amir H. Gandomi. 223-227 [doi]
• Priority-First Search and Mining Popular PackagesYangjun Chen, Bobin Chen. 228-234 [doi]
• Enhancing Differential Evolution Algorithm: Adaptation for CEC 2017 and CEC 2021 Test SuitesRohit Salgotra, Seyedali Mirjalili, Amir H. Gandomi. 235-240 [doi]
• Anomaly Detection with Convolutional Autoencoder for Predictive MaintenanceRuiqi Tian, Luisa H. B. Liboni, Miriam A. M. Capretz. 241-245 [doi]
• The Analysis of the Generator Architectures and Loss Functions in Improving the Stability of GANs Training towards Efficient Intrusion DetectionRaha Soleymanzadeh, Rasha F. Kashef. 246-252 [doi]
• AI for Information Tecchnology Operation (AIOps): A Review of IT Incident Risk PredictionSalman Ahmed, Muskaan Singh, Brendan Doherty, Effirul I. Ramlan, Kathryn Harkin, Damien Coyle. 253-257 [doi]
• A Novel Framework for Secure Cloud Computing Based IDS Using Machine Learning TechniquesGeetika Tiwari, Ruchi Jain. 258-263 [doi]
• Brazilian Air Traffic Network Analysis Using Social Network MetricsL. Jani Anbarasi, Malathy Jawahar, Bipasa Mukherjee, Modigari Narendra, Masoumeh Rahimi, Amir H. Gandomi. 264-269 [doi]
• Multiple Severity-Level Classifications for IT Incident Risk PredictionSalman Ahmed, Muskaan Singh, Brendan Doherty, Effirul I. Ramlan, Kathryn Harkin, Damien Coyle. 270-274 [doi]