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ORCIDIntelliSys 2023: Amsterdam, The Netherlands - Volume 2
- Kohei Arai:
Intelligent Systems and Applications - Proceedings of the 2023 Intelligent Systems Conference, IntelliSys 2024, Amsterdam, The Netherlands, September 7-8, 2024, Volume 2. Lecture Notes in Networks and Systems 823, Springer 2024, ISBN 978-3-031-47723-2 - Slavomira Schneidereit, Ashkan Mansouri Yarahmadi, Toni Schneidereit, Michael Breuß, Marc Gebauer:
YOLO-Based Object Detection in Industry 4.0 Fischertechnik Model Environment. 1-20 - Mustafa Sakhai, Maciej Wielgosz
:
Towards End-to-End Escape in Urban Autonomous Driving Using Reinforcement Learning. 21-40 - Carlos Roberto Silveira Junior, Marcela Xavier Ribeiro:
MS-ETL: An Architecture for the Multiple Data Source Extraction, Transformation, and Load Applied to Solar Flares Data. 41-49 - Silvio Simani, Saverio Farsoni, Paolo Castaldi:
Wind Turbine Data-Driven Intelligent Fault Detection. 50-60 - Spiros Mouzakitis, Ourania I. Markaki, Katerina Papapostolou, Evangelos Karakolis, Sotiris Pelekis, John E. Psarras:
Enhancing Decision Support Systems for the Energy Sector with Sustainable Artificial Intelligence Solutions. 61-70 - Hanan Farhat, Joey Jabbour, George E. Sakr, Rima Kilany:
Pre-trained Deep Learning Models for Chest X-Rays' Classification: Views and Age-Groups. 71-82 - Hanan Farhat, George E. Sakr, Rima Kilany:
Impact of Gender and Chest X-Ray View Imbalance in Pneumonia Classification Using Deep Learning. 83-93 - Karl Jensen F. Cayme, Vince Andrei B. Retutal, Miguel Edwin P. Salubre, Luis Gerardo Cañete, Philip Virgil Astillo:
Gesture Recognition of Filipino Sign Language Using Convolutional and Long-Short Term Memory Neural Network. 94-110 - Yoonsik Hong, Yanghoon Kim, Jeonghun Kim, Yongmin Choi:
Index Tracking Via Learning to Predict Market Sensitivities. 111-131 - Thais de Castro Moraes, Xue-Ming Yuan, Ek Peng Chew:
Deep Learning Models for Inventory Decisions: A Comparative Analysis. 132-150 - Alexander Shroyer, D. Martin Swany:
Detecting Standard Library Functions in Obfuscated Code. 151-168 - Faisal Maramazi, Afees Adegoke Odebode, Ashley Mann, Stephen Swift, Mahir Arzoky:
How Starting Points and Representations Affect Software Modularisation: An Empirical Analysis. 169-189 - Johannes Wirth, René Peinl:
ASR Bundestag: A Large-Scale Political Debate Dataset in German. 190-202 - Sergio A. Ramirez, María del Pilar L. Ramírez, Euler Tito, Honorio Apaza:
Prototype App Mobile for Real Time American Sign Language Recognition Based on Deep Learning. 203-211 - Trong-Minh Hoang, Thanh-Tra Nguyen, Hong-Duc Nguyen, Duc-Thuan Luong, Van-Son Nguyen:
A Novel DNN-Based IDS System Combined with an LR-GA Method to Detect Attacks. 212-222 - Roy Voetman, Willem Dijkstra, Jeroen E. Wolters, Klaas Dijkstra:
Identification of Potato Virus Y in Potato Plants Using Deep Learning and GradCAM Verification. 223-244 - Dylan Hasperhoven, Maya Aghaei, Klaas Dijkstra:
Using Simulated Data for Deep-Learning Based Real-World Apple Detection. 245-263 - Yahya Bougteb, Bouchra Frikh, Brahim Ouhbi, El Moukhtar Zemmouri:
Attention-Based Recurrent Neural Network for Multicriteria Recommendations. 264-274 - Mateo Martínez-Mejía, Julio Ibarra-Fiallo:
Improved Technique for Dimensionality Reduction: Star and Quasar Classification with Typical Testors. 275-290 - Shahinza Manzoor, Shahram Hamza Manzoor, Saif ul Islam, Jalil Boudjadar:
AgriScanNet-18: A Robust Multilayer CNN for Identification of Potato Plant Diseases. 291-308 - Somayeh Shahrabadi, Telmo Adão, Victor Alves, Luís G. Magalhães:
Automatic Optimization-Based Methods in Machine Learning: A Systematic Review. 309-326 - Mohamed Louay Rabah, Nedra Mellouli, Imed Riadh Farah:
Interpolation and Prediction of Piezometric Multivariate Time Series Based on Data Augmentation and Transformers. 327-344 - Mohammed Ehsan Ur Rahman, Imran Shafiq Ahmad:
TransX2GAN: Using Self-Attention and Knowledge Transfer to Generate Face Images. 345-363 - Sayandev Mukherjee, Bernardo A. Huberman:
Why Neural Networks Work. 364-375 - Anam Zahra, Pierre-Etienne Martin, Manuel Bohn, Daniel Haun:
Computer Vision for Analyzing Children's Lived Experiences. 376-383 - Ibrahim Alsaduni, Mohammad Abdul Baseer, Marwan Alluhaidan, Nazia Tazeen:
A Novel Deep Belief Neural Framework Based on Ant Colony to Analyze the Sentiment Score in Drug Review Dataset. 384-399 - Jan-Jo Chen, Ali Husnain, Wei-Wei Cheng:
Exploring the Trade-Off Between Performance and Cost in Facial Recognition: Deep Learning Versus Traditional Computer Vision. 400-412 - David Heik, Fouad Bahrpeyma, Dirk Reichelt:
Solving a Dynamic Scheduling Problem for a Manufacturing System with Reinforcement Learning. 413-432 - Andrew Ponomarev, Anton Agafonov:
Ontology-Based Post-Hoc Neural Network Explanations Via Simultaneous Concept Extraction. 433-446 - Radin Hamidi Rad, Hossein ZareMehrjerdi, Yasaman Mirmohammad, Mohammad Navid Shahsavari, Maryam Amir Haeri:
Recommendation System over Multi-layer Complex Networks: A Wide and Deep Graph Convolutional Neural Network Approach. 447-460 - Jeffrey J. Hernandez V., Rodney Dejournett, Justin Bowser, Xiaohong Yuan, Kaushik Roy:
A Comparison of Deep Learning Models for Periocular Region-Based Authentication. 461-476 - Oladapo Oyebode, Ruth Ogubuike, Darlington Daniel, Rita Orji:
Emotion Detection from Real-Life Situations Based on Journal Entries Using Machine Learning and Deep Learning Techniques. 477-502 - G. Y. Luo, H. W. Luo, J. Zhang, Y. Q. Luo:
Real-Time Deep Learning for Leaks Detection and Demands Prediction of Compressed Medical Gas Systems. 503-518 - Mpho Moaga, Chunling Tu, Pius A. Owolawi:
Vision-Based Multi-detection and Tracking of Vehicles Using the Convolutional Neural Network Model YOLO. 519-530 - Chirag Padubidri, Andreas Kamilaris, Alexis Charalambous, Andreas Lanitis, Marios Constantinides:
The Be-Hive Project - Counting Bee Traffic Based on Deep Learning and Pose Estimation. 531-545 - David Johnson, Xiaohong Yuan, Kaushik Roy:
Using Ensemble Convolutional Neural Network to Detect Deepfakes Using Periocular Data. 546-563 - Oscar Best, Asiya Khan, Mario Gianni, Sanjay K. Sharma, Keri M. Collins:
Wind Turbine Surface Damage Detection Using YOLOv7 with Slicing Aided Hyper Inference (SAHI). 564-576 - Hezha MohammedKhan, Çiçek Güven, Marleen Balvert, Eric O. Postma:
Image-Based Body Shape Estimation to Detect Malnutrition. 577-590 - Dipto Biswas, Md Samsuddoha, Md. Erfan, Rahat Hossain Faisal:
Autism Spectrum Disorder Detecting Mechanism on Social Communication Skills Using Machine Learning Approaches. 591-609 - Qianqian Shen, Yanan Li, Jiyong Jin, Bin Liu:
Q-Net: Query-Informed Few-Shot Medical Image Segmentation. 610-628 - Yi Xia, Minh Nguyen, Wei Qi Yan:
Kiwifruit Counting Using Kiwidetector and Kiwitracker. 629-640 - M. Berger, Frederik Cloppenburg, Jens Eufinger, Thomas Gries:
Proving the Potential of Skeleton Based Action Recognition to Automate the Analysis of Manual Processes. 641-655 - Habib Bahruddin, Vera Suryani, Aulia Arif Wardana:
Adversary Simulation of Structured Query Language (SQL) Injection Attack Using Genetic Algorithm for Web Application Firewalls (WAF) Bypass. 656-669 - Goel Biju, Asiya Khan, David Walker, Salman Qadri, Qaim Hssan, Khalid Mahmood, Abdul Hanan:
Identification of Cotton Leaf Curl Disease Using CNN and Vision Transformer. 670-688 - Pierre-Etienne Martin:
Dataset Generation and Bonobo Classification from Weakly Labelled Videos. 689-700 - Sabikun Nahar, Simon Meckel, Roman Obermaisser:
Fault Injection Framework for Organic Computing Architecture. 701-717 - Roberto Saia, Salvatore Carta, Gianni Fenu, Livio Pompianu:
Brain Waves Combined with Evoked Potentials as Biometric Approach for User Identification: A Survey. 718-734 - Damir Vucina, Milan Curkovic, Ivo Marinic-Kragic:
Exchangeable Integral and Partitioned Parameterization in 3D Shape Modeling. 735-742 - Loretta Ichim, Silviu Dinu, Dan Popescu:
Decision Fusion-Based System for Automatic Face Emotions Recognition. 743-757 - Jan Stodt, Christoph Reich, Nathan L. Clarke:
Unified Intersection Over Union for Explainable Artificial Intelligence. 758-770 - Steven David A. Crespo, Reginald Neil C. Recario:
Lip Reading Filipino Words Using Convolutional Neural Networks and Recurrent Neural Networks. 771-790 - Sritrusta Sukaridhoto, Kirana Hanifati, Evianita Dewi Fajrianti, Amma Liesvarastranta Haz, Ilham Achmad Al Hafidz, Dwi Kurnia Basuki, Rizqi Putri Nourma Budiarti, Hendro Wicaksono:
Web-Based Extended Reality for Supporting Medical Education. 791-805 - Nicklas Vorrink, Hendro Wicaksono, Omid Fatahi Valilai:
Analyzing VR/AR Technology Capabilities for Enhancing the Effectiveness of Learning Processes with Focus on Gamification. 806-817 - Sokjong Jang, Jounghyung Cho:
Factors Affecting Satisfaction of Virtual Reality (VR): Focused on Design and Affordance. 818-831 - Mobin Habibpour, Alireza Nemati, Ali Meghdari, Alireza Taheri, Shima Nazari:
RSV-SLAM: Toward Real-Time Semantic Visual SLAM in Indoor Dynamic Environments. 832-844 - Cheng-Jie Wang, Ju-Hong Lee:
Generalized Sidelobe Canceller Based Antenna Array Beamformer with Reduced Computational Complexity. 845-856 - Ruqin Wang, Wataru Noguchi, Enzhi Zhang, Koki Osada, Masahito Yamamoto:
Robust Animal Tracking and Stereotypical Behavior Detection Under Real Environment Using Temporal Averaging Background Subtraction. 857-875
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