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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.
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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Inhaltsangabe
.- 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.
.- 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.
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