AI Agent

Analysis of Validating and Verifying OpenACC Compilers 3.0 and Above

A. M. Jarmusch, A. Liu, C. Munley, D. Horta, V. Ravichandran, J. Denny, S. Chandrasekaran

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

Identifying and Overcoming Transformation Bias in Forecasting Models

Sushant More

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

Comments KDD 2022 Workshop on Mining and Learning from Time Series -- Deep Forecasting: Models, Interpretability, and Applications (accepted as a poster)

NeuralUQ: A comprehensive library for uncertainty quantification in neural differential equations and operators

Zongren Zou, Xuhui Meng, Apostolos F Psaros, George Em Karniadakis

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

Comments 27 pages, 12 figures

Fixing Dockerfile Smells: An Empirical Study

Giovanni Rosa, Simone Scalabrino, Rocco Oliveto

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

Comments Accepted at ICSME 2022 Registered Reports Track

Pixel-Wise Prediction based Visual Odometry via Uncertainty Estimation

Hao-Wei Chen, Ting-Hsuan Liao, Hsuan-Kung Yang, Chun-Yi Lee

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

Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration

Zuzhao Ye, Yuanqi Gao, Nanpeng Yu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 11 pages, 7 figures

Journal ref IEEE Transactions on Smart Grid ( Volume: 13, Issue: 4, July 2022)

Xscope: Hunting for Cross-Chain Bridge Attacks

Jiashuo Zhang, Jianbo Gao, Yue Li, Ziming Chen, Zhi Guan, Zhong Chen

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

Comments To appear at the Tool Demonstration Track of ASE'22. Please cite the conference version

A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning

Randy J. Chase, David R. Harrison, Amanda Burke, Gary M. Lackmann, Amy McGovern

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

Journal ref Weather and Forecasting 37 (2022) 1509-1529

Layers, Folds, and Semi-Neuronal Information Processing

Bradly Alicea, Jesse Parent

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 15 Pages, 4 Figures. Conference: 13th Annual Meeting of the BICA Society (BICA*AI 2022)

Integrating Formal Verification and Simulation-based Assertion Checking in a Corroborative V&V Process

Maike Schwammberger, Christopher Harper, Gleifer Vaz Alves, Greg Chance, Tony Pipe, Kerstin Eder

专题命中 工作流自动化 ：agent(abstract)；分类 cs.SE

Comments 6 pages, 4 figures

Machine Learning with DBOS

Robert Redmond, Nathan W. Weckwerth, Brian S. Xia, Qian Li, Peter Kraft, Deeptaanshu Kumar, Çağatay Demiralp, Michael Stonebraker

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

Comments AIDB@VLDB 2022

Enriching Wikidata with Linked Open Data

Bohui Zhang, Filip Ilievski, Pedro Szekely

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

Towards Augmented Microscopy with Reinforcement Learning-Enhanced Workflows

Michael Xu, Abinash Kumar, James M. LeBeau

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

Impact Makes a Sound and Sound Makes an Impact: Sound Guides Representations and Explorations

Xufeng Zhao, Cornelius Weber, Muhammad Burhan Hafez, Stefan Wermter

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Accepted at IROS 2022

TunaOil: A Tuning Algorithm Strategy for Reservoir Simulation Workloads

Felipe Albuquerque Portella, David Buchaca Prats, José Roberto Pereira Rodrigues, Josep Lluís Berral

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

Comments 21 pages, 9 figures. Preprint submitted to Journal of Computational Science

A data-centric weak supervised learning for highway traffic incident detection

Yixuan Sun, Tanwi Mallick, Prasanna Balaprakash, Jane Macfarlane

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

Retrieval of surgical phase transitions using reinforcement learning

Yitong Zhang, Sophia Bano, Ann-Sophie Page, Jan Deprest, Danail Stoyanov, Francisco Vasconcelos

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

Comments Accepted by MICCAI 2022

GitHub Marketplace for Practitioners and Researchers to Date: A Systematic Analysis of the Knowledge Mobilization Gap in Open Source Software Automation

Sk Golam Saroar, Waseefa Ahmed, Maleknaz Nayebi

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

Comments The paper is under review in a journal

A method for analyzing stakeholders' influence on an open source software ecosystem's requirements engineering process

Johan Linåker, Björn Regnell, Daniela Damian

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

Security and Safety Aspects of AI in Industry Applications

Hans Dermot Doran

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

Comments As presented at the Embedded World Conference, Nuremberg, 2022

CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning

Jiahui Wang, Haiyue Zhu, Haoren Guo, Abdullah Al Mamun, Vadakkepat Prahlad, Tong Heng Lee

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

Comments 7 pages, 5 figures

Sequence-aware multimodal page classification of Brazilian legal documents

Pedro H. Luz de Araujo, Ana Paula G. S. de Almeida, Fabricio A. Braz, Nilton C. da Silva, Flavio de Barros Vidal, Teofilo E. de Campos

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

Comments 11 pages, 6 figures. This preprint, which was originally written on 8 April 2021, has not undergone peer review or any post-submission improvements or corrections. The Version of Record of this article is published in the International Journal on Document Analysis and Recognition, and is available online at https://doi.org/10.1007/s10032-022-00406-7 and https://rdcu.be/cRvvV

Journal ref International Journal on Document Analysis and Recognition.2022

Open ERP System Data For Occupational Fraud Detection

Julian Tritscher, Fabian Gwinner, Daniel Schlör, Anna Krause, Andreas Hotho

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

Leveraging Log Instructions in Log-based Anomaly Detection

Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao

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

Comments This paper has been accepted for publication in IEEE Service Computing Conference, 2022, Barcelona

Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network

Sergey Alyaev, Jan Tveranger, Kristian Fossum, Ahmed H. Elsheikh

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

Journal ref First Break, Volume 39, Issue 7, Jul 2021, p. 45 - 50

Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review

Hao Wang, Bin Guo, Yating Zeng, Yasan Ding, Chen Qiu, Ying Zhang, Lina Yao, Zhiwen Yu

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

Comments 33pages, 4pages

Lifelong Inverse Reinforcement Learning

Jorge A. Mendez, Shashank Shivkumar, Eric Eaton

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Published in NeurIPS 2018. Code: https://github.com/Lifelong-ML/ELIRL

Estimating Link Flows in Road Networks with Synthetic Trajectory Data Generation: Reinforcement Learning-based Approaches

Miner Zhong, Jiwon Kim, Zuduo Zheng

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 37 pages, 10 figures

AI-based software for lung nodule detection in chest X-rays -- Time for a second reader approach?

Susanne Ohlmann-Knafo, Naglis Ramanauskas, Sebastian Huettinger, Emil Johnson Jeyakumar, Darius Barušauskas, Neringa Bielskienė, Vytautas Naujalis, Jonas Bialopetravičius, Jonas Ražanskas, Artūras Samuilis, Jūratė Dementavičienė, Dirk Pickuth

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

Comments This paper is in submission process to the European Radiology journal

STPA-driven Multilevel Runtime Monitoring for In-time Hazard Detection

Smitha Gautham, Georgios Bakirtzis, Alexander Will, Athira V. Jayakumar, Carl R. Elks

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