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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

, Nuno Valente:
Automatic Generation of a Portuguese Land Cover Map with Machine Learning. 36-58 - Ramin Rzayev

, Tunjay Habibbayli
, Murad Aliyev:
The Use of Fuzzy Controllers in Automatic Control Systems for Quadcopters. 59-74 - Natalie Gdanitz, Lotfy H. Abdel Khaliq, Agbodzea Pascal Ahiagble, Sabine Janzen

, Wolfgang Maass:
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

, Parvin Alizada, Tahir Mehdiyev:
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

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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

, Fenna Blom, Maryam Alimardani
:
Ethical Concerns About Personhood, Responsibility, and Privacy in Active and Passive Brain-Computer Interfaces. 186-200 - Christos Kontzinos, Spiros Mouzakitis, Carlos Agostinho

, Paulo Figueiras
, Dimitris Askounis:
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

, Muhammad Ismail, Rachad Atat
, Katherine R. Davis, Erchin Serpedin
:
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

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Streamlining Conceptual Modeling. 326-344 - Oksana Nikiforova

, Vitaly M. Zabiniako, Jurijs Kornienko:
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

, Péter Antal:
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

, Bianca Tonino-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
, Nimbeshaho Thierry, Kalim Ul Haq, Anupam Sarkar:
Citation Recommendation Employing Proximity-Based Heterogeneous Network Embeddings. 477-495 - Paulina Morillo

, Diego Bahamonde, Wilian Tapia:
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

, Irena Spasic:
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

, Dympna O'Sullivan
, Emma Murphy
:
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

, Qiushi Sun, Dongfang Qi, Jing Liu
, Ruimin Ma
, Ovanes L. Petrosian:
ShapTime: A General XAI Approach for Explainable Time Series Forecasting. 659-673 - Anthony Faulds

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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

, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri
, Koen Vanhoof
:
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

, Martin Knahl, Frank Gut, Nathan L. Clarke
:
Pix2Pix Hyperparameter Optimisation Towards Ideal Universal Image Quality Index Score. 862-882

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