Engineering of Complex Computer Systems, Kartoniert / Broschiert

Klappentext

.- Machine Learning for Complex Systems.

.- Runtime Anomaly Detection for Drones: An Integrated Rule Mining and Unsupervised Learning Approach.

.- FinPTA: An Effective Model for Financial Sentiment Analysis.

.- Single Image Defocus Deblurring in Photography Systems.

.- AMF GCN: An Adaptive Graph Convolution Network for Pull-up Evaluation.

.- A Q learning driven multi crossover NSGA II framework for energy efficient hybrid flow shop scheduling.

.- MixRecLGB: Language-Enhanced Mixed Attention for Temporal Context Modeling in Time Series Forecasting.

.- Trustworthy Deep Learning.

.- PAMUS: An Entropy Loss Based Poisoning Attack for Undermining Machine Unlearning.

.- Certified Enumeration of AI Explanations: A Focus on Monotonic Classifiers.

.- Random Resampling of Training Data for Effective Verification Strategy Prediction.

.- DeepMR: A Learning Based Approach for Efficient Mutation Reduction in DNN Fault Localization.

.- Investigating the OOV Problem and Its Impacts on Neural Program Repair

.- Edge Computing Systems.

.- Auction Based Caching Decision Algorithm for IoT Traffic with Popular and Fresh Content.

.- Maximizing Long term Task Completion Ratio of 3D UAV Enabled Wirelessly Powered MEC System.

.- Towards Efficient and Secure Multimodal Misinformation Detection.

.- Large Language Models for Software Engineering.

.- Leveraging Large Language Models for Feature Envy Detection: A Context Aware and Reasoning Driven Approach.

.- RustMap: Towards Project-Scale C to Rust Migration via Program Analysis and LLM.

.- Formal Methods.

.- LTL Model Checking of Concurrent Self Modifying Code.

.- Checking Linearizability of Multi Core Task Management and Scheduling System.

.- Contract based Verification of Digital Twins.

.- Verifying Neural Network Controlled Systems by Combining Taylor Models and Linear Abstract Domains.

.- Model Checking Nondeterministic Behaviours in the Tendermint Byzantine Fault Tolerant Blockchain Consensus Protocol.

.- Program Analysis.

.- Uncover the Risks of Outdated Dependencies in Software Supply Chains: Insights from the npm Ecosystem.

.- EMS HFL: A Hybrid based Fault Localization.

.- CONTAST: Graph Embedding based Fault Localization Integrating AST and Context Awareness.

.- Large Language Model Agents.

.- A Vision for Access Control in LLM Agent Systems.

.- Agent Behavior: The Regulatory Object of the Agent Centric Online Ecosystem in Digital Age.

.- Empowering Embodied Agents with Semantic Intelligence.

.- Large Language Models for Software Engineering.

.- An Analytical Perspective on Software Engineering for Large Language Models.

.- LiCoVer: LLM Powered Automated OSS License Compliance Verification.

.- UFPC: A Unified Framework for Source and Binary Program Comprehension.

.- TestCaseMig: LLM Driven Test Case Migration for Evolving Codebases.

.- Evolaris: A Roadmap to Self Evolving Software Intelligence Management.