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Artificial intelligence XLI = 44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17-19, 2024 : proceedings.. Part II /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial intelligence XLI/ edited by Max Bramer, Frederic Stahl.
其他題名:	44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17-19, 2024 : proceedings.
其他題名:	Artificial intelligence 41
其他作者:	Bramer, Max.
團體作者:	SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xviii, 279 p. :ill. (some col.), digital ;24 cm.
內容註:	Application Papers. -- Adaptive CNN Method For Prostate MR Image Segmentation Using Ensemble Learning. -- Machine Vision. -- Optimizing Autonomous Vehicle Racing using Reinforcement Learning with Pre-trained Embeddings for Dimensionality Reduction. -- Semantic Segmentation for Landslide Detection using Segformer. -- Vision-Based Human Fall Detection using 3D Neural Networks. -- Drone-Assisted Infrared Thermography and Machine Learning for Enhanced Photovoltaic Defect Detection: A Comparative Study of ViTs and YOLOv8. -- Evaluation of AI Systems. -- Evaluating Algorithms for Missing Value Imputation in Real Battery Data. -- Using Pseudo Cases and Stratified Case-Based Reasoning to Generate and Evaluate Training Adjustments for Marathon Runners. -- Applications of Machine Learning. -- Emotion Detection in Hindi language using GPT and BERT. -- Classification and Recommendation of Mental Health Assistance Events Using an RNN-LSTM, Fast-and-Frugal Trees and Weighted Sum System. -- Digit Detection: Localizing and Convoluting. -- Djinn - Data Journalism Interface for Newsgathering and Notifications. -- Advancing Financial Text Sentiment Analysis with Deep Learning and Ensemble Models. -- Other AI Applications. -- Explaining a Staff Rostering Problem using Partial Solutions. -- Formalise Regulations for Autonomous Vehicles with Right-Open Temporal Deontic Defeasible Logic. -- SLANGO - The Initial Blueprint of Privacy-Oriented Legal Query Assistance: Exploring the potential of Retrieval Augmented Generation for German Law using SPR. -- Short Application Papers. -- An Ensemble Modelling of Feature Engineering and Predictions for Enhanced Fake News Detection. -- A Child-Robot Interaction Experiment to Analyze Gender Stereotypes in the Perception of Mathematical Abilities. -- Reinforcement Learning for Patient Scheduling with Combinatorial Optimisation. -- Nursing Activity Recognition for Automated Care Documentation in Clinical Settings. -- Exploring Efficient Job Shop Scheduling Using Deep Reinforcement Learning. -- Respiratory Disease Detection Using Deep Convolutional Transformer Models. -- Evaluating the performance of LLMs when translating Saudi Arabic as Low Resource Language. -- Bi-directional LSTM Applied to the Maritime Target Motion Analysis Problem.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-77918-3
ISBN:	9783031779183

Artificial intelligence XLI = 44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17-19, 2024 : proceedings.. Part II /
Artificial intelligence XLI44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17-19, 2024 : proceedings.Part II /[electronic resource] :Artificial intelligence 41edited by Max Bramer, Frederic Stahl. - Cham :Springer Nature Switzerland :2025. - xviii, 279 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,154471611-3349 ;. - Lecture notes in computer science ;15447..

Application Papers. -- Adaptive CNN Method For Prostate MR Image Segmentation Using Ensemble Learning. -- Machine Vision. -- Optimizing Autonomous Vehicle Racing using Reinforcement Learning with Pre-trained Embeddings for Dimensionality Reduction. -- Semantic Segmentation for Landslide Detection using Segformer. -- Vision-Based Human Fall Detection using 3D Neural Networks. -- Drone-Assisted Infrared Thermography and Machine Learning for Enhanced Photovoltaic Defect Detection: A Comparative Study of ViTs and YOLOv8. -- Evaluation of AI Systems. -- Evaluating Algorithms for Missing Value Imputation in Real Battery Data. -- Using Pseudo Cases and Stratified Case-Based Reasoning to Generate and Evaluate Training Adjustments for Marathon Runners. -- Applications of Machine Learning. -- Emotion Detection in Hindi language using GPT and BERT. -- Classification and Recommendation of Mental Health Assistance Events Using an RNN-LSTM, Fast-and-Frugal Trees and Weighted Sum System. -- Digit Detection: Localizing and Convoluting. -- Djinn - Data Journalism Interface for Newsgathering and Notifications. -- Advancing Financial Text Sentiment Analysis with Deep Learning and Ensemble Models. -- Other AI Applications. -- Explaining a Staff Rostering Problem using Partial Solutions. -- Formalise Regulations for Autonomous Vehicles with Right-Open Temporal Deontic Defeasible Logic. -- SLANGO - The Initial Blueprint of Privacy-Oriented Legal Query Assistance: Exploring the potential of Retrieval Augmented Generation for German Law using SPR. -- Short Application Papers. -- An Ensemble Modelling of Feature Engineering and Predictions for Enhanced Fake News Detection. -- A Child-Robot Interaction Experiment to Analyze Gender Stereotypes in the Perception of Mathematical Abilities. -- Reinforcement Learning for Patient Scheduling with Combinatorial Optimisation. -- Nursing Activity Recognition for Automated Care Documentation in Clinical Settings. -- Exploring Efficient Job Shop Scheduling Using Deep Reinforcement Learning. -- Respiratory Disease Detection Using Deep Convolutional Transformer Models. -- Evaluating the performance of LLMs when translating Saudi Arabic as Low Resource Language. -- Bi-directional LSTM Applied to the Maritime Target Motion Analysis Problem.

This two-volume set, LNAI 15446 and LNAI 15447, constitutes the refereed proceedings of the 44th SGAI International Conference on Artificial Intelligence, AI 2024, held in Cambridge, UK, during December 17-19, 2024. The 36 full papers and 18 short papers presented in these two volumes were carefully reviewed and selected from 80 submissions. Part I includes papers from the Technical stream, whereas Part II includes papers from the Application stream. These volumes are organized into the following topical sections: - Part I: Neural nets; Deep learning; Large language models; Machine learning; Evolutionary and genetic algorithms; Knowledge management, Short Technical Papers. Part II: Machine vision; Evaluation of AI systems; Applications of machine learning; Other AI applications, Short Application Papers.

ISBN: 9783031779183

Standard No.: 10.1007/978-3-031-77918-3doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Artificial intelligence XLI = 44th SGAI International Conference on Artificial Intelligence, AI 2024, Cambridge, UK, December 17-19, 2024 : proceedings.. Part II /
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