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- research-articleNovember 2023
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval
SIGIR-AP '23: Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific RegionPages 32–39https://doi.org/10.1145/3624918.3625327Artificial intelligence (AI) technologies should adhere to human norms to better serve our society and avoid disseminating harmful or misleading information, particularly in Conversational Information Retrieval (CIR). Previous work, including approaches ...
- research-articleNovember 2023
Ct-LVI: A Framework Toward Continuous-Time Laser-Visual-Inertial Odometry and Mapping
IEEE Transactions on Circuits and Systems for Video Technology (IEEETCSVT), Volume 34, Issue 6Pages 4378–4391https://doi.org/10.1109/TCSVT.2023.3335989Owing to the inherent complementarity among LiDAR, camera, and IMU, a growing effort has been paid to laser-visual-inertial SLAM recently. The existing approaches, however, are limited in two aspects. First, at the front-end, they usually employ a ...
- research-articleNovember 2023
Safe Reinforcement Learning-Based Motion Planning for Functional Mobile Robots Suffering Uncontrollable Mobile Robots
IEEE Transactions on Intelligent Transportation Systems (ITS-TRANSACTIONS), Volume 25, Issue 5Pages 4346–4363https://doi.org/10.1109/TITS.2023.3330183An increasing number of Autonomous Mobile Robots (AMRs) are used in warehouses and factories in recent years. The risk of some of the AMRs being out of control is surging. Although Reinforcement Learning (RL)-based approaches have achieved dramatic ...
- research-articleNovember 2023
Path Tracking of Autonomous Vehicle Based on NMPC With Pre-Steering
IEEE Transactions on Consumer Electronics (ITOCE), Volume 70, Issue 1Pages 966–979https://doi.org/10.1109/TCE.2023.3331843In scenarios characterized by significant curvature, such as curves, the presence of steering system hysteresis and linearization of the vehicle model may lead to understeer and steady-state errors, thereby exerting an adverse impact on the performance of ...
- research-articleOctober 2023
Target positioning method based on B-spline level set and GC Yolo-v3
Cluster Computing (KLU-CLUS), Volume 27, Issue 3Pages 3575–3591https://doi.org/10.1007/s10586-023-04164-xAbstractIn industrial applications, mobile robot navigation involves autonomously moving towards specific target areas. Visual sensors are commonly used to identify and locate the target, enabling actions like manipulator grasping. However, when using the ...
- research-articleOctober 2023
Global Localization in Large-Scale Point Clouds via Roll-Pitch-Yaw Invariant Place Recognition and Low-Overlap Global Registration
IEEE Transactions on Circuits and Systems for Video Technology (IEEETCSVT), Volume 34, Issue 5Pages 3846–3859https://doi.org/10.1109/TCSVT.2023.3323498For autonomous ground vehicles, global localization with 3D LiDAR is an indispensable part of tasks such as navigation. Usually, global localization using LiDAR is subdivided into two sub-problems, place recognition and global registration. For place ...
- research-articleOctober 2023
Joint optimization task offloading and trajectory control for unmanned-aerial-vehicle-assisted mobile edge computing
Computers and Electrical Engineering (CENG), Volume 111, Issue PAhttps://doi.org/10.1016/j.compeleceng.2023.108916Highlights- System consider the situation where users possess mobility and the existence of obstacles in the scene.
- The computing task is partially offloaded.
- We jointly optimize total system energy consumption, total system delay, and ...
The appearance of Mobile Edge Computing (MEC) and Unmanned Aerial Vehicle (UAV) is significant for the future progress of the Internet of Things (IoT). Since the system model with a continuous action space and high-dimensional state space, the ...
- research-articleSeptember 2023
MPEG: A Multi-Perspective Enhanced Graph Attention Network for Causal Emotion Entailment in Conversations
IEEE Transactions on Affective Computing (ITAC), Volume 15, Issue 3Pages 1004–1017https://doi.org/10.1109/TAFFC.2023.3315752Emotion causes constitute a pivotal component in the comprehension of emotional conversations. Recently, a new task named Causal Emotion Entailment (CEE) has been proposed to identify the causal utterances for the target emotional utterance in a ...
- research-articleSeptember 2023
CFF: combining interactive features and user interest features for click-through rate prediction
The Journal of Supercomputing (JSCO), Volume 80, Issue 3Pages 3282–3309https://doi.org/10.1007/s11227-023-05598-1AbstractClick-through rate is a central issue in ad recommendation and has recently received extensive research attention in academia and industry. Research shows that the accuracy of prediction results in CTR prediction is closely related to interactive ...
- research-articleSeptember 2023
Dynamic deployment method based on double deep Q-network in UAV-assisted MEC systems
Journal of Cloud Computing: Advances, Systems and Applications (JOCCASA), Volume 12, Issue 1https://doi.org/10.1186/s13677-023-00507-6AbstractThe unmanned aerial vehicle (UAV) assisted mobile edge computing (MEC) system leverages the high maneuverability of UAVs to provide efficient computing services to terminals. A dynamic deployment algorithm based on double deep Q-networks (DDQN) is ...
- research-articleSeptember 2023
Optimal livestream selling strategy with buy-online-and-return-in-store
Electronic Commerce Research and Applications (ECRA), Volume 61, Issue Chttps://doi.org/10.1016/j.elerap.2023.101307Highlights- The optimal decisions on adopting livestream selling or BORS are explored.
- The ...
To reduce the adverse impacts of consumer returns, retailers have taken a series of measures to reduce the return rate and improve the consumer purchasing experience. These measures include opening a self-run livestream channel and ...
- research-articleSeptember 2023
Diagnosis of atrial fibrillation based on unsupervised domain adaptation
Computers in Biology and Medicine (CBIM), Volume 164, Issue Chttps://doi.org/10.1016/j.compbiomed.2023.107275AbstractIn recent years, the proportion of the elderly in the society is continuously increasing. Cardiovascular disease is a big problem that puzzles the health of the elderly. Among them, atrial fibrillation is one of the most common ...
Highlights- This research proposes an MRN and GAN-C network that are improved to process ECG data.
- research-articleSeptember 2023
Optimization algorithm for determining working water head of subsurface irrigation with ceramic emitters based on soil wetting patterns
Computers and Electronics in Agriculture (COEA), Volume 212, Issue Chttps://doi.org/10.1016/j.compag.2023.108069Graphical abstractDisplay Omitted
Highlights- An optimization algorithm for determining water head of SICE was presented.
- ...
Appropriate working water head of subsurface irrigation systems with ceramic emitters (SICE) is crucial for providing a stable and suitable soil water environment to promote crop production and save water resources in intensive ...
- research-articleAugust 2023
TMS: Temporal multi-scale in time-delay neural network for speaker verification
Applied Intelligence (KLU-APIN), Volume 53, Issue 22Pages 26497–26517https://doi.org/10.1007/s10489-023-04953-2AbstractThe speaker encoder is an important front-end module that explores discriminative speaker features for many speech applications requiring speaker information. Current speaker encoders aggregate multi-scale features from utterances using multi-...
- research-articleJuly 2023
Optimal Checkpointing Strategy for Real-time Systems with Both Logical and Timing Correctness
ACM Transactions on Embedded Computing Systems (TECS), Volume 22, Issue 4Article No.: 66, Pages 1–21https://doi.org/10.1145/3603172Real-time systems are susceptible to adversarial factors such as faults and attacks, leading to severe consequences. This paper presents an optimal checkpoint scheme to bolster fault resilience in real-time systems, addressing both logical consistency and ...
- ArticleNovember 2023
Knowledge Archaeology of Light Environment Art in the Era of Media Convergence
HCI International 2023 – Late Breaking PapersPages 438–453https://doi.org/10.1007/978-3-031-48044-7_31AbstractIn the era of media convergence, the discipline of light environment art has changed. The development of media and the evolution of urban environment are the two direct factors. Since the 1980s, the concept of “light environment” has gradually ...
- research-articleJuly 2023
Do not train it: a linear neural architecture search of graph neural networks
ICML'23: Proceedings of the 40th International Conference on Machine LearningArticle No.: 1618, Pages 38826–38847Neural architecture search (NAS) for Graph neural networks (GNNs), called NAS-GNNs, has achieved significant performance over manually designed GNN architectures. However, these methods inherit issues from the conventional NAS methods, such as high ...
- research-articleJuly 2023
Feature expansion for graph neural networks
ICML'23: Proceedings of the 40th International Conference on Machine LearningArticle No.: 1377, Pages 33156–33176Graph neural networks aim to learn representations for graph-structured data and show impressive performance, particularly in node classification. Recently, many methods have studied the representations of GNNs from the perspective of optimization goals ...
- research-articleJuly 2023
D2Match: leveraging deep learning and degeneracy for subgraph matching
ICML'23: Proceedings of the 40th International Conference on Machine LearningArticle No.: 933, Pages 22454–22472Subgraph matching is a fundamental building block for graph-based applications and is challenging due to its high-order combinatorial nature. Existing studies usually tackle it by combinatorial optimization or learning-based methods. However, they suffer ...
- ArticleJuly 2023
A Study on Civil Aviation Pilots Vigilance Change on Ultra-Long-Range Routes
Engineering Psychology and Cognitive ErgonomicsPages 431–441https://doi.org/10.1007/978-3-031-35392-5_33AbstractWith the start of the COVID-19 on 2020, in order to protect the flight crew who are operating in ultra-long-range routes, the Civil Aviation Administration of China has implemented temporary deviation approval for the flight time restrictions of ...