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Unifying Compositional Verification and Certified Compilation with a Three-Dimensional Refinement Algebra
Proceedings of the ACM on Programming Languages (PACMPL), Volume 9, Issue POPLArticle No.: 64, Pages 1903–1933https://doi.org/10.1145/3704900Formal verification is a gold standard for building reliable computer systems. Certified systems in particular come with a formal specification, and a proof of correctness which can easily be checked by a third party. Unfortunately, verifying large-scale,...
- research-articleDecember 2024
Theoretical analysis and implementation of mandatory operations-based accelerated search in graph space for hybrid flow shop scheduling
Expert Systems with Applications: An International Journal (EXWA), Volume 257, Issue Chttps://doi.org/10.1016/j.eswa.2024.125026Highlights- Four definitions related to mandatory operations in the graph space are given.
- Five theorems and their proofs are elaborated.
- Three accelerated effective insertion strategies are proposed.
- An accelerated local search based on ...
For the hybrid flow shop scheduling problem (HFSP), this study addresses its high computational burden associated with insertion operations due to over-much objective function calculations as the number of jobs increases. Unfortunately, the ...
- research-articleDecember 2024
Sustainable Scheduling of Distributed Flow Shop Group: A Collaborative Multi-Objective Evolutionary Algorithm Driven by Indicators
IEEE Transactions on Evolutionary Computation (TEC), Volume 28, Issue 6Pages 1794–1808https://doi.org/10.1109/TEVC.2023.3339558Sustainable scheduling within the manufacturing field has garnered substantial attention from both academia and industry. The escalating market demands have heightened requirements on the flexibility of production modes, multizone, and multiobjective. In ...
- ArticleOctober 2024
- research-articleSeptember 2024
Markov Clustering-Based Content Placement in Roadside-Unit Caching With Deadline Constraint
IEEE Transactions on Intelligent Transportation Systems (ITS-TRANSACTIONS), Volume 25, Issue 9Pages 11881–11892https://doi.org/10.1109/TITS.2024.3368413With the explosive growth of mobile data traffic, roadside-unit (RSU) caching is considered an effective way to offload download traffic in vehicular ad hoc networks (VANETs). Many existing works investigate the content placement of RSU caching. However, ...
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- research-articleJanuary 2025
Acupoint Selection and Combination for Pediatric Tuina Treatment of Children's Diarrhea in the Ming and Qing Dynasties: A Data Mining Protocol
ISAIMS '24: Proceedings of the 2024 5th International Symposium on Artificial Intelligence for Medicine SciencePages 486–491https://doi.org/10.1145/3706890.3706974Objective: To analyze acupoint selection in Tuina therapy for pediatric diarrhea from Ming and Qing dynasty texts, aiming to preserve traditional Chinese medicine implicit knowledge and enhance modern clinical treatment. Methods: This study reviewed 17 ...
- research-articleJune 2024
Trade-Off in Energy Efficiency and Response Performance in Green CRNs: Perspective of Two Sleep Timers and Bursty Traffic
Wireless Personal Communications: An International Journal (WPCO), Volume 136, Issue 1Pages 261–288https://doi.org/10.1007/s11277-024-11256-3AbstractThe spectrum utilization problem in cognitive radio networks (CRNs) has been addressed in the existing literature from different viewpoints. However, the growing number of wireless Internet of Things (IoT) devices and the need for continuous ...
- research-articleApril 2024
PolarScheduler: Dynamic Transmission Control for Floating LoRa Networks
ACM Transactions on Sensor Networks (TOSN), Volume 20, Issue 3Article No.: 67, Pages 1–33https://doi.org/10.1145/3652856LoRa is widely deploying in aquatic environments to support various Internet of Things applications. However, floating LoRa networks suffer from serious performance degradation due to the polarization loss caused by the swaying antenna. Existing methods ...
- ArticleApril 2024
An Exploratory Study on a Physical Picture Book Representation System for Preschool Children
AbstractThis paper describes the developing process and preliminary testing of a physical representation system aimed at supporting preschool children’s picture book search. The authors first conducted named entity recognition (NER) on a corpus of 880 ...
- research-articleMarch 2024
Joint scheduling of AGVs and parallel machines in an automated electrode foil production factory
Expert Systems with Applications: An International Journal (EXWA), Volume 238, Issue PFhttps://doi.org/10.1016/j.eswa.2023.122197AbstractIn recent years, the automated guided vehicle (AGV) scheduling problem and parallel machine scheduling problem (PMSP) in workshops have become two hot topics in the field of operational research. In practical production, the two problems are ...
- research-articleFebruary 2024
GMMFormer: gaussian-mixture-model based transformer for efficient partially relevant video retrieval
AAAI'24/IAAI'24/EAAI'24: Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence and Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence and Fourteenth Symposium on Educational Advances in Artificial IntelligenceArticle No.: 641, Pages 5767–5775https://doi.org/10.1609/aaai.v38i6.28389Given a text query, partially relevant video retrieval (PRVR) seeks to find untrimmed videos containing pertinent moments in a database. For PRVR, clip modeling is essential to capture the partial relationship between texts and videos. Current PRVR ...
Fully Composable and Adequate Verified Compilation with Direct Refinements between Open Modules
Proceedings of the ACM on Programming Languages (PACMPL), Volume 8, Issue POPLArticle No.: 72, Pages 2160–2190https://doi.org/10.1145/3632914Verified compilation of open modules (i.e., modules whose functionality depends on other modules) provides a foundation for end-to-end verification of modular programs ubiquitous in contemporary software. However, despite intensive investigation in this ...
- research-articleJanuary 2024
A classification and prediction model with the sparrow search-probabilistic neural network algorithm for transformer fault diagnosis
International Journal of Sensor Networks (IJSNET), Volume 44, Issue 4Pages 249–257https://doi.org/10.1504/ijsnet.2024.138499We present a fault prediction model for transformers to improve the accuracy of transformer fault (TF) prediction. The model is predicated on a probabilistic neural network (PNN) that is optimised using three gas ratios with the help of the sparrow ...
- research-articleDecember 2023
An effective two-stage iterated greedy algorithm for distributed flowshop group scheduling problem with setup time
Expert Systems with Applications: An International Journal (EXWA), Volume 233, Issue Chttps://doi.org/10.1016/j.eswa.2023.120909AbstractThe distributed flow shop group scheduling problem (DFGSP) has wide industrial applications. Due to the strong coupling of DFGSP, three issues should be solved, such as assigning groups to factories, arranging the sequence of groups in each ...
Highlights- A mixed-integer linear programming (MILP) model of DFGSP is proposed.
- Two rapid evaluations are designed to accelerate the calculation of the objective.
- A two-stage iterated greedy algorithm is designed for solving DFGSP.
- The ...
- research-articleDecember 2023
OpenLane-V2: a topology reasoning benchmark for unified 3D HD mapping
- Huijie Wang,
- Tianyu Li,
- Yang Li,
- Li Chen,
- Chonghao Sima,
- Zhenbo Liu,
- Bangjun Wang,
- Peijin Jia,
- Yuting Wang,
- Shengyin Jiang,
- Feng Wen,
- Hang Xu,
- Ping Luo,
- Junchi Yan,
- Wei Zhang,
- Hongyang Li
NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing SystemsArticle No.: 827, Pages 18873–18884Accurately depicting the complex traffic scene is a vital component for autonomous vehicles to execute correct judgments. However, existing benchmarks tend to oversimplify the scene by solely focusing on lane perception tasks. Observing that human ...
- ArticleNovember 2023
Towards a Framework for Developing Verified Assemblers for the ELF Format
AbstractMost of the existing work on verified compilation leaves unverified the translation of assembly programs into binary code in object file formats (e.g., the Executable and Linkable Format or ELF). The challenges of developing verified assemblers ...
- research-articleNovember 2023
Joint scheduling of parallel machines and AGVs with sequence-dependent setup times in a matrix workshop
Computers and Industrial Engineering (CINE), Volume 185, Issue Chttps://doi.org/10.1016/j.cie.2023.109621Highlights- The transportation process of the jobs before processing is considered.
- A mathematical model for minimizing makespan is established.
- An efficient discrete artificial bee colony algorithm (DABC) is proposed.
- The high performance ...
Transportation systems are often ignored in traditional parallel-machine scheduling problems (PMSP). This study addresses the problem of joint scheduling of parallel machines and AGVs (PMSP-AGV) with sequence-dependent setup times in a matrix ...
- research-articleOctober 2023
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation
- Jinpeng Wang,
- Ziyun Zeng,
- Yunxiao Wang,
- Yuting Wang,
- Xingyu Lu,
- Tianxiang Li,
- Jun Yuan,
- Rui Zhang,
- Hai-Tao Zheng,
- Shu-Tao Xia
MM '23: Proceedings of the 31st ACM International Conference on MultimediaPages 6548–6557https://doi.org/10.1145/3581783.3611967The goal of sequential recommendation (SR) is to predict a user's potential interested items based on her/his historical interaction sequences. Most existing sequential recommenders are developed based on ID features, which, despite their widespread use, ...
- research-articleApril 2024
Analysis and Research of Campus Live Broadcasting System Based on SRS and FFmpeg
EITCE '23: Proceedings of the 2023 7th International Conference on Electronic Information Technology and Computer EngineeringPages 1306–1310https://doi.org/10.1145/3650400.3650620Aiming at the problems of low concurrency performance, lack of viewing data, and inability to play on-demand playback in the campus live broadcast system, this paper proposes a campus live broadcast solution based on open source software FFmpeg and ...