紀錄類型: |
書目-電子資源
: Monograph/item
|
正題名/作者: |
Artificial intelligence applications and innovations/ edited by Ilias Maglogiannis ... [et al.]. |
其他題名: |
20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024 : proceedings. |
其他題名: |
AIAI 2024 |
其他作者: |
Maglogiannis, Ilias. |
團體作者: |
IFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations |
出版者: |
Cham :Springer Nature Switzerland : : 2024., |
面頁冊數: |
xxvii, 362 p. :ill. (some col.), digital ;24 cm. |
內容註: |
AI-Driven Sentiment Trend Analysis: Enhancing Topic Modeling Interpretation with ChatGPT. -- An algorithmic data pipeline architecture for the production of personalized telecom product offers. -- Enhancing Financial Market Prediction with Reinforcement Learning and Ensemble Learning. -- Generating Profiles of News Commentators with Language Models. -- GreekT5: Sequence-to-Sequence Models for Greek News Summarization. -- Improving RAG Quality for Large Language Models with Topic-Enhanced Reranking. -- LLM Prompting versus Fine-Tuning PLMs: A Comparative Study on Keyword Generation from Customer Feedback. -- Multi-Dimensional Classification on Social Media Data for Detailed Reporting with Large Language Models. -- Online Reinforcement Learning for Designing Automotive Hybrid Assembly Sequence: A Task Clustering-Guided Approach. -- Strategizing the Shallows: Leveraging Multi-Agent Reinforcement Learning for Enhanced Tactical Decision-Making in Littoral Naval Warfare. -- A Prediction Analysis for the Case of a Korean Police Dataset. -- An AI-based Approach to Identify Financial Risks in Transportation Infrastructure Construction Projects. -- Benign Paroxysmal Positional Vertigo disorders classification using eye tracking data. -- Detecting Illicit Data Leaks on Android Smartphones Using an Artificial Intelligence Models. -- Enhancing Predictive Process Monitoring with Conformal Prediction. -- Improved NO2 Prediction using Machine Learning Algorithms. -- Improving Agricultural Image Classification by Mining Images. -- Learning-based Short-Term Energy Consumption Forecasting. -- Machine learning models for electricity generation forecasting from a PV farm. -- Pollutant concentration prediction by random forest to estimate a contaminant source position. -- Predictive Maintenance under Absence of Sensor Data. -- Simulation Study for evaluating efficiency of McPhail traps in olive groves. -- SMT: Self-supervised approach for Multiple Animal Detection & Tracking. -- The Impact of Augmentation Techniques on Icon Detection using Machine Learning Techniques. -- Toward Unsupervised Energy Consumption Anomaly Detection. -- Unlocking User Privacy: A Systematic Survey of Factors and Methods in Predicting App Permission Decisions. |
Contained By: |
Springer Nature eBook |
標題: |
Artificial intelligence - Congresses. - |
電子資源: |
https://doi.org/10.1007/978-3-031-63215-0 |
ISBN: |
9783031632150 |