Intelligent Computers, Algorithms, and Applications
Description
This book constitutes the proceedings of the 4th BenchCouncil International Symposium on Intelligent Computers, Algorithms, and Applications, IC 2024, held in Guangzhou, China, during December 4-6, 2024.
The 16 full papers included in this book were carefully reviewed and selected from 31 submissions. They were organized in topical sections as follows: Algorithms; Education; Evaluation; System.
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Content
.- Algorithms.
.- Study on Space Weather Data Retrieval Optimization and Recommendation based on Metadata Semantics.
.- Patent Information Extraction Based on Teacher Student Model - A Case Study of Zinc Battery Patent Dataset.
.- Artificial Intelligence Modelling Paths for Reasoning Argumentation Methods for Criminal Evidencee.
.- Parallel Decomposition Method for Deep Learning Models Based on Improved Dual Population Genetic Algorithm.
.- I ntegrating CNNs and Transformers for Mid-Price Prediction in High-Frequency Trading.
.- Hierarchical Recurrent Network for Active Stereo Matching.
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- Education.
.- Research on Multidimensional Evaluation Technology of Teachers' Digital Literacy for LLM as a judge.
.- Research on the Academic Rubric for Innovative Talents in Ordinary High Schools Based on Classroom Settings.
.- Explaining to a Computer: Enhancing Student Assessment with Programming and Simulating Execution.
.- Evaluation.
.- Research on intelligent traffic surveillance video compression quality assessment method.
.- Evaluating the Performance of Complex Text Generated by Large Language Models.
.- A Benchmark Dataset and Evaluation of Collaboration Network in Open Source Software Community.
.- Constructing Benchmarks for Open Source Ecosystems: A Stakeholder Needs-Driven Approach.
.- Evaluating Large Language Models on the Edge Based on Evaluatology.
.- System.
.- Parallel Computing on RTEMS Operating System.
.- MixSchedSim: A Simulator for Mixed Workload Scheduling in Heterogeneous Systems.