AI Agent - arXivDaily 专题

2203.06618 2023-02-15 cs.LG cs.CE 57%

ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles

Matias Quintana, Till Stoeckmann, June Young Park, Marian Turowski, Veit Hagenmeyer, Clayton Miller

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 10 pages, 5 figures, 3 tables

Journal ref Energy & Buildings. 2022;265: 112096

2302.05886 2023-02-14 stat.ML cs.LG physics.ao-ph 57%

An unsupervised learning approach for predicting wind farm power and downstream wakes using weather patterns

Mariana C A Clare, Simon C Warder, Robert Neal, B Bhaskaran, Matthew D Piggott

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 18 pages, 18 figures

2302.04785 2023-02-10 cs.AI cs.CE cs.CY 57%

Analysis of business process automation as linear time-invariant system network

Mauricio Jacobo-Romero, Danilo S. Carvalho, Andre Freitas

专题命中工作流自动化：workflow(abstract)；分类 cs.AI

Comments 16 pages, 24 figures

2302.03375 2023-02-08 cs.LG math.OC 57%

Transfer learning for process design with reinforcement learning

Qinghe Gao, Haoyu Yang, Shachi M. Shanbhag, Artur M. Schweidtmann

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments Submitted to PROCEEDINGS OF THE 33rd European Symposium on Computer Aided Process Engineering (ESCAPE33), June 18-21, 2023, Athens, Greece

2208.12633 2023-02-08 cs.LG 57%

Extreme Gradient Boosting for Yield Estimation compared with Deep Learning Approaches

Florian Huber, Artem Yushchenko, Benedikt Stratmann, Volker Steinhage

专题命中工作流自动化：planning(abstract)；分类 cs.LG

Comments 31 pages, 5 figures - Preprint submitted to Computers and Electronics in Agriculture

Journal ref Computers and Electronics in Agriculture, Volume 202, 2022

2302.02650 2023-02-07 q-bio.SC cs.LG q-bio.QM 57%

Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification

Jeyashree Krishnan, Zeyu Lian, Pieter E. Oomen, Xiulan He, Soodabeh Majdi, Andreas Schuppert, Andrew Ewing

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 56 pages, 11 figures

2302.01027 2023-02-03 cs.CV cs.LG 57%

FCB-SwinV2 Transformer for Polyp Segmentation

Kerr Fitzgerald, Bogdan Matuszewski

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2108.04012 2023-02-02 stat.ML cs.LG 57%

Uncertainty quantification for industrial design using dictionaries of reduced order models

Thomas Daniel, Fabien Casenave, Nissrine Akkari, David Ryckelynck, Christian Rey

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Journal ref Mech. Ind., 23, (2022)

2201.11620 2023-01-25 eess.IV cs.CV cs.LG 57%

Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study

Lidia Garrucho, Kaisar Kushibar, Socayna Jouide, Oliver Diaz, Laura Igual, Karim Lekadir

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2201.13172 2023-01-24 cs.LG 57%

Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback

Tiancheng Jin, Tal Lancewicki, Haipeng Luo, Yishay Mansour, Aviv Rosenberg

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments NeurIPS 2022

2207.11592 2023-01-13 physics.chem-ph cs.LG 57%

Thermal half-lives of azobenzene derivatives: virtual screening based on intersystem crossing using a machine learning potential

Simon Axelrod, Eugene Shakhnovich, Rafael Gomez-Bombarelli

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2301.03933 2023-01-11 astro-ph.IM cs.LG 57%

Hint assisted reinforcement learning: an application in radio astronomy

Sarod Yatawatta

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2301.03774 2023-01-11 cs.IR cs.AI cs.DL cs.HC 57%

How Data Scientists Review the Scholarly Literature

Sheshera Mysore, Mahmood Jasim, Haoru Song, Sarah Akbar, Andre Kenneth Chase Randall, Narges Mahyar

专题命中工作流自动化：workflow(abstract)；分类 cs.AI

Comments CHIIR 2023 camera-ready

2212.10632 2022-12-22 cs.CV cs.AI 57%

High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments

Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong

专题命中工作流自动化：workflow(abstract)；分类 cs.AI

Comments arXiv admin note: substantial text overlap with arXiv:2204.11765

2205.14550 2022-12-22 cs.LG 57%

Machine Learning for Microcontroller-Class Hardware: A Review

Swapnil Sayan Saha, Sandeep Singh Sandha, Mani Srivastava

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments Published in IEEE Sensors Journal. Cite this as: S. S. Saha, S. S. Sandha and M. Srivastava, "Machine Learning for Microcontroller-Class Hardware: A Review," in IEEE Sensors Journal, vol. 22, no. 22, pp. 21362-21390, 15 Nov., 2022

Journal ref IEEE Sensors Journal, vol. 22, no. 22, pp. 21362-21390, 15 Nov., 2022

2212.10427 2022-12-21 cs.DC cs.LG 57%

ModularFed: Leveraging Modularity in Federated Learning Frameworks

Mohamad Arafeh, Hadi Otrok, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi, Ernesto Damiani

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2207.02209 2022-12-21 cs.LG cond-mat.mtrl-sci eess.IV physics.optics 57%

Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films

Siyu Isaac Parker Tian, Zekun Ren, Selvaraj Venkataraj, Yuanhang Cheng, Daniil Bash, Felipe Oviedo, J. Senthilnath, Vijila Chellappan, Yee-Fun Lim, Armin G. Aberle, Benjamin P MacLeod, Fraser G. L. Parlane, Curtis P. Berlinguette, Qianxiao Li, Tonio Buonassisi, Zhe Liu

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2212.09474 2022-12-20 cs.SE 57%

MICOSE4aPS: Industrially Applicable Maturity Metric to Improve Systematic Reuse of Control Software

Birgit Vogel-Heuser, Eva-Maria Neumann, Juliane Fischer

专题命中工作流自动化：workflow(abstract)；分类 cs.SE

Comments 19 pages, https://dl.acm.org/doi/abs/10.1145/3467896

Journal ref ACM Transactions on Software Engineering and Methodology (TOSEM) Journalverlag ACM, New York, NY, USA Jahr 2022 ACM Transactions on software Engineering and Methodology (TOSEM) 31 (2022) 1

2212.09276 2022-12-20 eess.IV cs.CV cs.LG 57%

COVID-19 Detection Based on Self-Supervised Transfer Learning Using Chest X-Ray Images

Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments Published as a journal paper at Springer IJCARS

2212.08232 2022-12-19 cs.LG cs.RO 57%

Offline Robot Reinforcement Learning with Uncertainty-Guided Human Expert Sampling

Ashish Kumar, Ilya Kuzovkin

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2209.09022 2022-12-16 cs.DL cs.SE 57%

F*** workflows: when parts of FAIR are missing

Sean R. Wilkinson, Greg Eisenhauer, Anuj J. Kapadia, Kathryn Knight, Jeremy Logan, Patrick Widener, Matthew Wolf

专题命中工作流自动化：workflow(abstract)；分类 cs.SE

Comments 6 pages, 0 figures, accepted to ERROR 2022 workshop (see https://error-workshop.org/ for more information), to be published in proceedings of IEEE eScience 2022

2212.07162 2022-12-15 cs.CL 57%

Building and Evaluating Universal Named-Entity Recognition English corpus

Diego Alves, Gaurish Thakkar, Marko Tadić

专题命中工作流自动化：workflow(abstract)；分类 cs.CL

2212.07058 2022-12-15 eess.IV cs.CV cs.LG 57%

Explainable Artificial Intelligence in Retinal Imaging for the detection of Systemic Diseases

Ayushi Raj Bhatt, Rajkumar Vaghashiya, Meghna Kulkarni, Dr Prakash Kamaraj

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 8 pages

2212.06330 2022-12-14 cs.AI 57%

Generative artificial intelligence-enabled dynamic detection of nicotine-related circuits

Changwei Gong, Changhong Jing, Ye Li, Xinan Liu, Zuxin Chen, Shuqiang Wang

专题命中工作流自动化：workflow(abstract)；分类 cs.AI

2212.05727 2022-12-13 cs.LG cs.RO 57%

Evaluating Model-free Reinforcement Learning toward Safety-critical Tasks

Linrui Zhang, Qin Zhang, Li Shen, Bo Yuan, Xueqian Wang, Dacheng Tao

专题命中工作流自动化：autonomous agent(abstract)；分类 cs.LG

Comments 37th AAAI Conference on Artificial Intelligence (AAAI-23)

2212.05300 2022-12-13 cs.SE 57%

Conceptual Modeling Founded on the Stoic Ontology: Reality with Dynamic Existence and Static Subsistence

Sabah Al-Fedaghi

专题命中工作流自动化：workflow(abstract)；分类 cs.SE

Comments 11 pages, 21 figures

2212.02679 2022-12-07 cs.SI cs.AI 57%

Self-supervised Graph Representation Learning for Black Market Account Detection

Zequan Xu, Lianyun Li, Hui Li, Qihang Sun, Shaofeng Hu, Rongrong Ji

专题命中工作流自动化：workflow(abstract)；分类 cs.AI

Comments WSDM 2023. This is the complete version containing the appendix

2212.01685 2022-12-06 cs.IR cs.AI 57%

Harnessing label semantics to extract higher performance under noisy label for Company to Industry matching

Apoorva Jaiswal, Abhishek Mitra

专题命中工作流自动化：agent(abstract)；分类 cs.AI

2212.00135 2022-12-02 cs.CR cs.DB cs.LG cs.NA math.NA 57%

Answering Private Linear Queries Adaptively using the Common Mechanism

Yingtai Xiao, Guanhong Wang, Danfeng Zhang, Daniel Kifer

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2211.16895 2022-12-01 cs.HC cs.SE 57%

Self-Adaptive Digital Assistance Systems for Work 4.0

Enes Yigitbas, Stefan Sauer, Gregor Engels

专题命中工作流自动化：workflow(abstract)；分类 cs.SE

Comments Preprint of our book chapter in: Digital Transformation: Core Technologies and Emerging Topics from a Computer Science Perspective, Springer-Vieweg, 2022

1. 工作流自动化 10514 篇

ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles

An unsupervised learning approach for predicting wind farm power and downstream wakes using weather patterns

Analysis of business process automation as linear time-invariant system network

Transfer learning for process design with reinforcement learning

Extreme Gradient Boosting for Yield Estimation compared with Deep Learning Approaches

Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification

FCB-SwinV2 Transformer for Polyp Segmentation

Uncertainty quantification for industrial design using dictionaries of reduced order models

Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study

Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback

Thermal half-lives of azobenzene derivatives: virtual screening based on intersystem crossing using a machine learning potential

Hint assisted reinforcement learning: an application in radio astronomy

How Data Scientists Review the Scholarly Literature

High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments

Machine Learning for Microcontroller-Class Hardware: A Review

ModularFed: Leveraging Modularity in Federated Learning Frameworks

Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films

MICOSE4aPS: Industrially Applicable Maturity Metric to Improve Systematic Reuse of Control Software

COVID-19 Detection Based on Self-Supervised Transfer Learning Using Chest X-Ray Images

Offline Robot Reinforcement Learning with Uncertainty-Guided Human Expert Sampling

F*** workflows: when parts of FAIR are missing

Building and Evaluating Universal Named-Entity Recognition English corpus

Explainable Artificial Intelligence in Retinal Imaging for the detection of Systemic Diseases

Generative artificial intelligence-enabled dynamic detection of nicotine-related circuits

Evaluating Model-free Reinforcement Learning toward Safety-critical Tasks

Conceptual Modeling Founded on the Stoic Ontology: Reality with Dynamic Existence and Static Subsistence

Self-supervised Graph Representation Learning for Black Market Account Detection

Harnessing label semantics to extract higher performance under noisy label for Company to Industry matching

Answering Private Linear Queries Adaptively using the Common Mechanism

Self-Adaptive Digital Assistance Systems for Work 4.0