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IntelliSys 2023: Amsterdam, The Netherlands - Volume 3
- Kohei Arai:
Intelligent Systems and Applications - Proceedings of the 2023 Intelligent Systems Conference, IntelliSys 2024, Amsterdam, The Netherlands, September 7-8, 2024, Volume 3. Lecture Notes in Networks and Systems 824, Springer 2024, ISBN 978-3-031-47714-0 - Gernot Fiala, Zhenyu Ye, Christian Steger:
TPDNet: A Tiny Pupil Detection Neural Network for Embedded Machine Learning Processor Arm Ethos-U55. 1-17 - Danja Brandt, Martin Tschaikner, Teodor Chiaburu, Henning Schmidt, Ilona Schrimpf, Alexandra Stadel, Ingeborg E. Beckers, Frank Haußer:
Low Cost Machine Vision for Insect Classification. 18-34 - Markus Rothgänger, Andrew Melnik, Helge J. Ritter:
Shape Complexity Estimation Using VAE. 35-45 - Fernando J. Pantusin, Jimmy W. Cordonez, Milton A. Quimbita, Víctor H. Andaluz, Andrés D. Vargas:
Training System for the Tomato Paste Production Process Through Virtual Environments. 46-55 - Igor Val Danilov:
Shared Intentionality Before Birth: Emulating a Model of Mother-Fetus Communication for Developing Human-Machine Systems. 56-69 - Ahmed Kamel, Ibrahim Sobh, Walid Al-Atabany:
DAP: A Framework for Driver Attention Prediction. 70-80 - Arthur Marzinkowski, Salem Benferhat, Anastasia Paparrizou, Cédric Piette:
On Object Detection Based on Similarity Measures from Digital Maps. 81-97 - Kelvin F. Toapanta, Katherin G. Pichucho, Jessica S. Ortiz, José Varela Aldás:
Virtualization of the Paint Mixing Process Using the Hardware in the Loop Technique. 98-110 - Karrar Abbas, Xianping Li:
Locally Enhanced Chan-Vese Model with Anisotropic Mesh Adaptation for Intensity Inhomogeneous Image Segmentation. 111-127 - Marc Gröling, Laurent Huang, Ibrahim A. Hameed:
An Unmanned System for Automatic Classification of Hazardous Wastes in Norway. 128-144 - Muhammad Shoaib, Donal Fitzpatrick, Ian Pitt:
Remote Learning of Mathematics for Visually Impaired Students During COVID-19: Exploring Online Intervention, Resources, Challenges and Issues. 145-156 - Lukas Frickenstein, Shambhavi Balamuthu Sampath, Pierpaolo Morì, Manoj Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, Christian Unger, Claudio Passerone, Walter Stechele:
Adversarial Robustness of Multi-bit Convolutional Neural Networks. 157-174 - Misbah Ayoub, Andrew Abel, Haiyang Zhang:
Optimization of Lacrimal Aspect Ratio for Explainable Eye Blinking. 175-192 - Elad Razy, Maya Herman:
SIM_RL: A New Approach for Integrating Simulation with Reinforcement Learning. 193-209 - Florian Huber, Hannes Engler, Anna Kicherer, Katja Herzog, Reinhard Töpfer, Volker Steinhage:
Grouping Shapley Value Feature Importances of Random Forests for Explainable Yield Prediction. 210-228 - Viet Phan-Luong:
Mining Interesting Aggregate Tuples. 229-243 - Michela Costa, Stefano Barba, Daniele Piazzullo, Adolfo Palombo:
Optimization of Agrivoltaic Plants: Development and Validation of a Numerical Model to Account for Shading Effects on Crop Yields. 244-263 - Pronaya Prosun Das, Marcel Mast, Lena Wiese, Thomas Jack, Antje Wulff:
Algorithmic Fairness in Healthcare Data with Weighted Loss and Adversarial Learning. 264-283 - Friday Zinzendoff Okwonu, Nor Aishah Ahad, Joshua Sarduana Apanapudor, Festus Irimisose Arunaye, Olimjon Shukurovich Sharipov:
Application of Mean-Variance Cloning Technique to Investigate the Comparative Performance Analysis of Classical Classifiers on Imbalance and Balanced Data. 284-300 - Myeongjun Kang:
Research on Music Recommendation Model with Limited Historical Data and User's Information. 301-307 - Daniel Zhu, Dave Ulrich, Sanjiv Das, Norm Smallwood:
A System for Analyzing Human Capability at Scale Using AI. 308-324 - Miguel Landry Foko Sindjoung, Ernest Basile Fotseu Fotseu, Mthulisi Velempini, Bernard Fotsing Talla, Alain Bertrand Bomgni:
The Impact of Data Ingestion Layer in an Improved Lambda Architecture. 325-333 - Afees Adegoke Odebode, Mahir Arzoky, Allan Tucker, Ashley Mann, Faisal Maramazi, Stephen Swift:
Using Clustering Ensembles and Heuristic Search to Estimate the Number of Clusters in Datasets. 334-353 - Yonas Ayalew, Wendwosen Bellete Bedada, Abdollah Homaifar, Kenneth Freeman:
Data-Driven Urban Air Mobility Flight Energy Consumption Prediction and Risk Assessment. 354-370 - Panagiotis Mallioris, Georgios Kokkas, Alexandros Styliadis-Heinz, Ioannis Margaritis, Fotios Stergiopoulos, Dimitrios Bechtsis:
Development of a Decision Support System in a Canning Industry. 371-380 - Ahmad Hashemi, Wei Shi, Mohammad Reza Moosavi, Anastasia Giachanou:
Estimating the Tendency of Social Media Users to Spread Fake News. 381-396 - Christin Schulze, Christian Gerner, Matthias Tyca, Arne Koschel, Anna Pakosch, Irina Astrova:
Analyzing Apache Storm as Core for an Event Processing Network Model. 397-410 - David J. Corliss:
Designing Against Bias: Identifying and Mitigating Bias in Machine Learning and AI. 411-418 - Jie Wang, Zhenfei Zhan, Liuzhu Qian:
Study on Grade Discrimination Method of Traffic Accident Risk Factors Considering Road Type. 419-435 - Nur Maisara Deli, Sofianita Mutalib, Mohd Fadzil Abdul Rashid, Haslizatul Fairuz Mohamed Hanum, Shuzlina Abdul-Rahman:
Summarization of Feedback from Residents in Urban Area Using the Unsupervised Method. 436-448 - Ana Duarte, Orlando Belo:
Generating and Updating Supervised Data Mining Models on a Periodic Basis. 449-456 - Lissette Culcay, Fernanda Bustillos, Diego Vallejo-Huanga:
Home Appliance Demand Forecasting: A Comparative Approach Using Traditional and Machine Learning Algorithms. 457-473 - Hiral Vashi, Jyoti Yadav, Aparna S. Varde:
Predictive Analysis of Bank Marketing for Financial Decision Support and Smart Economy. 474-490 - Ahshanul Haque, Md Naseef-Ur-Rahman Chowdhury, Hamdy Soliman, Mohammad Sahinur Hossen, Tanjim Fatima, Imtiaz Ahmed:
Wireless Sensor Networks Anomaly Detection Using Machine Learning: A Survey. 491-506 - Md Naseef-Ur-Rahman Chowdhury, Ahshanul Haque, Hamdy Soliman, Mohammad Sahinur Hossen, Tanjim Fatima, Imtiaz Ahmed:
Android Malware Detection Using Machine Learning: A Review. 507-522 - Sidik Prabowo, Maman Abdurohman, Hilal Hudan Nuha, Sarwono Sutikno:
A Data Protection Design for Online Exam Proctoring in Compliance with the Indonesian Personal Data Protection Law. 523-535 - Maricela Bravo, José L. Barbosa, Leonardo Daniel Sánchez Martínez:
A Method to Transform Datasets into Knowledge Graphs. 536-554 - Firuz Juraev, Shaker H. Ali El-Sappagh, Tamer Abuhmed:
Explainable Dynamic Ensemble Framework for Classification Based on the Late Fusion of Heterogeneous Multimodal Data. 555-570 - Jing Wang, Siyuan Liu, Wenjing Liu, Zhiwei Xu, Jiaqi Zhang, Jie Tian:
Towards Efficient Edge Learning with Limited Storage Resource: Bandit-Based Training Data Retrieval in AIoT. 571-588 - Rabiah Abdul Kadir, Mohammad Fairus Zulkifli, Sabrina Tiun, Modi Lakulu, Shaidah Jusoh, Ahmad Faridz Ahmad Faudzi:
EduChat: AI-Powered Chatbot with Personalized Engagement for Online Learning. 589-597 - Aji Gautama Putrada, Maman Abdurohman, Doan Perdana, Hilal Hudan Nuha:
Q8KNN: A Novel 8-Bit KNN Quantization Method for Edge Computing in Smart Lighting Systems with NodeMCU. 598-615 - Sritrusta Sukaridhoto, Agus Prayudi, M. Udin Harun Al Rasyid, Hendro Wicaksono:
Internet of Things Platform as a Service for Building Digital Twins and Blockchain. 616-635 - Bushara Ali, Anamarija Ilieva, Ahmad Zakeri, Oliver Iliev:
From Industry 4.0 Toward Agriculture 4.0. 636-651 - Menachem Domb, Viraj Hudli, Sujata Joshi:
Sustainable Hydroponics: Embedding IoT and Efficient Energy Generation and Distribution Algorithms. 652-662 - A. S. M. M. Rahman, Mohammadhossein Momeni, Colby Braton:
Towards Programmable Context Aware Interaction with Smart Home Internet of Things. 663-681 - Parth Ganeriwala, Siddhartha Bhattacharyya, Raja Muthalagu, Shreya Nandanwar, Anubhav Gupta:
IPAssess: A Protocol-Based Fingerprinting Model for Device Identification in the IoT. 682-698 - Azza Mohamed, Ibrahim Ismail:
Developing a Smart Monitoring App and Water Management System for Arid Environments Using IoT: An Innovative Approach. 699-712 - Sandeep Varma, Shivam, Sarun Natarajan, Snigdha Biswas, Jahnvi Gupta:
Taking Natural Language Generation and Information Extraction to Domain Specific Tasks. 713-728 - Zifeng Ding, Yunpu Ma, Bailan He, Jingpei Wu, Zhen Han, Volker Tresp:
A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion. 729-747 - Clark Elliott:
A Hybrid Model for Novel Story Generation Using the Affective Reasoner and ChatGPT. 748-765 - Kazuaki Kashihara, Kuntal Kumar Pal, Chitta Baral, Robert P. Trevino:
Prompt-Based Learning for Thread Structure Prediction in Cybersecurity Forums. 766-781 - Fatemeh Besharati Moghaddam, Angel J. Lopez, Stijn De Vuyst, Sidharta Gautama:
Part-of-Speech Tagging Accuracy for Manufacturing Process Documents and Knowledge. 782-791 - Bilge Sipal Sert, Cem Rifki Aydin, Arjumand Younus:
A Multi-label Few-Shot Learning with Combinations of Layers. 792-806 - Andreas Stöckl, Oliver Krauss:
Application of Language Models for the Segmentation of Website Visitors. 807-821 - Judy van Biljon, Etienne van der Poel, Tawanda Blessing Chiyangwa:
Identifying Research Topics in Human-Computer Interaction for Development: What Value Can Natural Language Processing Techniques Add? 822-840 - Georgios Aivatoglou, Alexia Fytili, Georgios Arampatzis, Dimitrios Zaikis, Nikolaos Stylianou, Ioannis P. Vlahavas:
End-to-End Aspect Extraction and Aspect-Based Sentiment Analysis Framework for Low-Resource Languages. 841-858 - Raj Nath Patel, Sourav Dutta, Haytham Assem:
Attending to Entity Class Attributes for Named Entity Recognition with Few-Shot Learning. 859-870
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