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IntelliSys 2023: Amsterdam, The Netherlands - Volume 1
- Kohei Arai:
Intelligent Systems and Applications - Proceedings of the 2023 Intelligent Systems Conference, IntelliSys 2024, Amsterdam, The Netherlands, September 7-8, 2023, Volume 1. Lecture Notes in Networks and Systems 822, Springer 2024, ISBN 978-3-031-47720-1 - Zohra Adila Cheddad, Abbas Cheddad
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Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information. 1-16 - Yong Seog Kim:
Designing Cancellation Intervention System with Sliding Lead Times. 17-35 - António Esteves
Automatic Generation of a Portuguese Land Cover Map with Machine Learning. 36-58 - Ramin Rzayev
The Use of Fuzzy Controllers in Automatic Control Systems for Quadcopters. 59-74 - Natalie Gdanitz, Lotfy H. Abdel Khaliq, Agbodzea Pascal Ahiagble, Sabine Janzen
POWOP: Weather-Based Power Outage Prediction. 75-83 - Jessica Amianto Barbato, Marco Cremaschi, Anisa Rula, Andrea Maurino:
Toward a Human-in-the-Loop Approach to Create Training Datasets for RDF Lexicalisation. 84-101 - Ramin Rzayev
Fuzzy Time Series Forecasting on the Example of the Dow Jones Index Dynamics. 102-128 - Teck-Hou Teng, George Rosario Jagadeesh, Thakkar Kunal, Chong Chee Chung:
Traffic State Prediction of Perturbed and Non-perturbed Traffic Scenarios. 129-144 - Antonios Marios Christonasis, Stef van Eijndhoven, Peter Duin:
"Seeing Sound": Audio Classification Using the Wigner-Ville Distribution and Convolutional Neural Networks. 145-155 - Mohan Xu, Lena Wiese
Application and Performance Improvement of Transfer Learning on ICBHI Lung Sound Dataset. 156-173 - Ben Khayut, Lina Fabri, Maya Avikhana:
A Computational Situationally Self-controlled Brain and Mind Interface Under Uncertainty. 174-185 - Ronja Rönnback
Ethical Concerns About Personhood, Responsibility, and Privacy in Active and Passive Brain-Computer Interfaces. 186-200 - Christos Kontzinos, Spiros Mouzakitis, Carlos Agostinho
The VesselAI Methodology for AI-Powered Decision Support Systems for the Maritime Industry. 201-211 - Murat Isik, Matthew Oldland, Lifeng Zhou:
An Energy-Efficient Reconfigurable Autoencoder Implementation on FPGA. 212-222 - Saeed Damadi, Jinglai Shen:
Convergence of the Mini-Batch SIHT Algorithm. 223-233 - Abdulrahman Takiddin
Graph Autoencoder-Based Detection of Unseen False Data Injection Attacks in Smart Grids. 234-244 - Egor Sarafanov, Omid Fatahi Valilai, Hendro Wicaksono:
Causal Analysis of Artificial Intelligence Adoption in Project Management. 245-264 - Mateo Mejia-Herrera, Juan S. Botero-Valencia, Ruber Hernández-García:
Comparative Lightweight Scheme for Individual Identification Through Hand-Vein Patterns. 265-283 - Veeresh Uppara, Akif Iqbal, Vishal P, Vinay M. V, Sarasvathi V:
URL Classification with Intrusion Detection System. 284-300 - Shoichiro Hara, Yuji Watanabe:
NP4G: Network Programming for Generalization. 301-315 - Ibrahima Souare, Khadidiatou Wane Keita:
Blockchain and AI for Optimizing Bank Data Security. 316-325 - Hermann Bense
Streamlining Conceptual Modeling. 326-344 - Oksana Nikiforova
E-Step Control: Solution for Processing and Analysis of IS Users Activities in the Context of Insider Threat Identification Based on Markov Chain. 345-359 - Benhamada Abdelhak, Kherarba Mohammed:
Machine Learning Based Intelligent Irrigation System Using WSN. 360-370 - Bruno Pilosta, Dijana Oreski, Nikola Kadoic
Comparison of Artificial Neural Networks Algorithms on Datasets with Different Characteristics. 371-385 - Dániel Sándor
Boosting Federated Multitask Learning: Transfer Effects in Cross-Domain Drug-Target Interaction Prediction. 386-399 - Andy Deck:
Surveying Impacts of AI in Education and Creative Practices. 400-412 - Andrew Kendall, John-Paul Clarke:
Active Risk Mitigation for Unmanned Aerial Systems. 413-432 - Qinan Zhu, Rotimi Ogunsakin:
Towards Explainable AI: Relationship Between Twitter Sentiment, User Behaviour, and Bitcoin Price Prediction. 433-447 - Bernhard Heiden
Production Portfolio Theory II - First Steps Towards a General Portfolio Theory and Numerical Examplifications. 448-468 - Nina Li:
AI as a Threat to Education: Contrasting GPT-3 and Google in Answering Questions Along Bloom's Taxonomy of Educational Objectives. 469-476 - Zafar Ali, Irfan Ullah, Pavlos Kefalas
Citation Recommendation Employing Proximity-Based Heterogeneous Network Embeddings. 477-495 - Paulina Morillo
Performance of Machine Learning Classifiers for Malware Detection Over Imbalanced Data. 496-507 - Giacomo Da Col, Erich Teppan:
Pursuing the Optimal CP Model: A Batch Scheduling Case Study. 508-520 - Ania Khodabakhshian, Fulvio Re Cecconi:
Data-Driven Decision-Making Framework for Cost-Efficient Energy Retrofit of Italian Residential Building Stock. 521-541 - Ishrat Ahmed, Yu Zhou, Nikhita Sharma, Jordan Hosier:
Text Summarization for Call Center Transcripts. 542-551 - Jiageng Zheng:
Targeted Image Reconstruction by Sampling Pre-trained Diffusion Model. 552-560 - Zhengqing Yuan, Huiwen Xue, Chao Zhang, Yongming Liu:
Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems. 561-576 - Farshid Balaneji, Dietmar Maringer
The Power of Words: Predicting Stock Market Returns with Fine-Grained Sentiment Analysis and XGBoost. 577-596 - Iyad Abu Doush, Khalid Sultan, Ahmad Alsaber, Dhari Alkandari, Afsah Abdullah:
Improving Neural Network Using Jaya Algorithm with Opposite Learning for Air Quality Prediction. 597-606 - Helen Sheridan
Enhancing Early-Stage XAI Projects Through Designer-Led Visual Ideation of AI Concepts. 607-616 - Ac Hýbl, Germán H. Alférez:
Using AutoML to Analyze the Effect of Attendance and Seat Location on University Student Grades. 617-632 - Iro Laskari:
The Role of the User in Meaningful Production with AI. 633-641 - Rafael Hidalgo, Nesreen Salah, Rajiv Chandra Jetty, Anupama Jetty, Aparna S. Varde:
Personalizing Text-to-Image Diffusion Models by Fine-Tuning Classification for AI Applications. 642-658 - Yuyi Zhang
ShapTime: A General XAI Approach for Explainable Time Series Forecasting. 659-673 - Anthony Faulds
Command Line Interface Risk Modeling. 674-691 - Fernando Giner
An Intrinsic Framework of Information Retrieval Evaluation Measures. 692-713 - Ke Shen, Mayank Kejriwal:
Substructure Discovery in Commonsense Relations Using Graph Representation Learning. 714-734 - Roland Büchi:
Artificial Intelligence Algorithm for Optimizing PID Parameters to Control Weakly Damped Systems. 735-744 - Isel Grau
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps. 745-764 - Riyadh A. K. Mehdi:
Predicting and Explaining Variations in Software Effort Estimation Using Adaptive Fuzzy-Neural Networks with Clustering. 765-779 - Hugo Latapie, Mina Gabriel, Sidarth Srinivasan, Ramana Kompella, Kristinn R. Thórisson, Pei Wang:
Automated Spatiotemporal Modeling for Real-Time Data-Driven Actionable Insights. 780-798 - Luigi Maxmilian Caligiuri:
Autoadaptive Networks of Coherent Domains for "Intelligent" Quantum Computation and Quantum Information. 799-819 - Francisco J. S. Coelho, André L. M. Alcântara, Allan R. S. Feitosa, Jessica T. Takeuchi, Ronaldo F. Lima, Abel G. Silva-Filho:
HyMO-RF: Automatic Hyperparameter Tuning for Energy Theft Detection Based on Random Forest Classification. 820-836 - Marco Grisanti, Maria Ausilia Napoli Spatafora, Alessandro Ortis, Sebastiano Battiato:
E-ELPV: Extended ELPV Dataset for Accurate Solar Cells Defect Classification. 837-848 - Zheng Cao, Raymond Guo, Caesar M. Tuguinay, Mark Pock, Jiayi Gao, Ziyu Wang:
Application of Deep Q Learning with Simulation Results for Elevator Optimization. 849-861 - Dirk Hölscher, Christoph Reich
Pix2Pix Hyperparameter Optimisation Towards Ideal Universal Image Quality Index Score. 862-882
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