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检索条件"丛书名=Lecture notes in artificial intelligence,"
57438 条 记 录,以下是4901-4910 订阅
排序:
RED CoMETS: An Ensemble Classifier for Symbolically Represented Multivariate Time Series  8th
RED CoMETS: An Ensemble Classifier for Symbolically Represen...
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8th International Workshop on Advanced Analytics and Learning on Temporal Data (AALTD) at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
作者: Bennett, Luca A. Abdallah, Zahraa S. Univ Bristol Sch Engn Math & Technol Bristol Avon England Awerian Cambridge England
Multivariate time series classification is a rapidly growing research field with practical applications in finance, healthcare, engineering, and more. The complexity of classifying multivariate time series data arises...
来源: 评论
A Fully Decentralized Privacy-Enabled Federated Learning System  15th
A Fully Decentralized Privacy-Enabled Federated Learning Sys...
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15th International Conference on Computational Collective intelligence (ICCCI)
作者: Ferenczi, Andras Badica, Costin Univ Craiova Fac Automat Comp & Elect Craiova Romania
This paper looks into the field of blockchain-based federated learning, an area that's been studied a lot but is often too abstract for real-world use. Most solutions stay inside academic discussions, and there&#3...
来源: 评论
PRACM: Predictive Rewards for Actor-Critic with Mixing Function in Multi-Agent Reinforcement Learning  16th
PRACM: Predictive Rewards for Actor-Critic with Mixing Funct...
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16th International Conference on Knowledge Science, Engineering and Management (KSEM)
作者: Yu, Sheng Liu, Bo Zhu, Wei Liu, Shuhong Natl Univ Def Technol Sch Informat & Commun Wuhan 430014 Peoples R China
Inspired by the centralised training with decentralised execution (CTDE) paradigm, the field of multi-agent reinforcement learning (MARL) has made significant progress in tackling cooperative problems with discrete ac...
来源: 评论
Label Distribution Learning with Discriminative Instance Mapping  27th
Label Distribution Learning with Discriminative Instance Map...
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27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
作者: Zhang, Heng-Ru Bai, Run-Ting Tang, Wen-Tao Southwest Petr Univ Sch Comp Sci Chengdu Peoples R China
Label distribution learning (LDL) is an effective tool to tackle label ambiguity since it allows one instance to be associated with multiple labels in different degrees. Therefore, the more complex but informative lab...
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Deep Imbalanced Time-Series Forecasting via Local Discrepancy Density
Deep Imbalanced Time-Series Forecasting via Local Discrepanc...
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5th International Workshop on Learning with Imbalanced Domains - Theory and Applications / European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
作者: Park, Junwoo Lee, Jungsoo Cho, Youngin Shin, Woncheol Kim, Dongmin Choo, Jaegul Choi, Edward Korea Adv Inst Sci & Technol KAIST Kim Jaechul Grad Sch AI Daejeon South Korea
Time-series forecasting models often encounter abrupt changes in a given period of time which generally occur due to unexpected or unknown events. Despite their scarce occurrences in the training set (i.e., data imbal...
来源: 评论
Distant Supervision Relation Extraction with Improved PCNN and Multi-level Attention  1
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16th International Conference on Knowledge Science, Engineering and Management (KSEM)
作者: Zou, Yang Wang, Qifei Wang, Zhen Zhou, Jian Zeng, Xiaoqin Hohai Univ Sch Comp & Informat Inst Intelligence Sci & Technol Nanjing 210098 Peoples R China
In the research field of relation extraction, a large amount of labeled training data can be quickly obtained through distant supervision. However, distant supervision will be inevitably accompanied by the problem of ...
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Translators as Information Seekers: Strategies and Novel Techniques  4th
Translators as Information Seekers: Strategies and Novel Tec...
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4th International Conference on artificial intelligence in HCI (AI-HCI) Held as Part of the 25th International Conference on Human-Computer Interaction (HCII)
作者: Qian, Ming Wu, Huaqing Charles River Analyt Cambridge MA 02138 USA ATA Certified Translator Foshan Peoples R China
Translators search for information to resolve various types of uncertainties they face such as confirming the source of original texts, gaining proper understanding, and verifying whether the selected keywords are spe...
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Goal-Oriented Coordination with Cumulative Goals  24th
Goal-Oriented Coordination with Cumulative Goals
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24th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA)
作者: Ghose, Aditya Dam, Hoa Tomura, Shunichiro Philp, Dean Consoli, Angela Univ Wollongong Decis Syst Lab Wollongong NSW 2500 Australia Def Sci & Technol Grp Edinburgh SA 5111 Australia
Multi-actor coordination is in general a complex problem, with inefficient and brittle solutions. This paper addresses the problem of abstract coordination of multiple actors at the goal-level, which often enables us ...
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Overfitting Problem in the Approximate Bayesian Computation Method Based on Maxima Weighted Isolation Kernel
Overfitting Problem in the Approximate Bayesian Computation ...
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14th International Symposium on artificial intelligence (ISAI)
作者: Nagornov, Iurii S. Natl Inst Adv Ind Sci & Technol 2-4-7 AomiKoto Ku Tokyo 1350064 Japan
A branching processes model yields an unevenly stochastically distributed dataset that consists of highly sparse and highly dense regions. This work addresses the problem of precisely evaluating parameters for such a ...
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Graph Strategy for Interpretable Visual Question Answering  15th
Graph Strategy for Interpretable Visual Question Answering
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15th International Conference on artificial General intelligence (AGI)
作者: Sarkisyan, Christina Savelov, Mikhail Kovalev, Alexey K. Panov, Aleksandr I. Moscow Inst Phys & Technol Dolgoprudnyi Russia AIRI Moscow Russia Russian Acad Sci Fed Res Ctr Comp Sci & Control Moscow Russia
In the paper, we consider the task of Visual Question Answering, an important task for creating General artificial intelligence (AI) systems. We propose an interpretable model called GS-VQA. The main idea behind it is... 详细信息
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