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Full 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.
Contents
.- 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.
.- 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.
