AI Agent

pyWATTS: Python Workflow Automation Tool for Time Series

Benedikt Heidrich, Andreas Bartschat, Marian Turowski, Oliver Neumann, Kaleb Phipps, Stefan Meisenbacher, Kai Schmieder, Nicole Ludwig, Ralf Mikut, Veit Hagenmeyer

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

Business Suitability Principles for Workflow Modelling

Alistair P. Barros, Arthur H. M. ter Hofstede, Henderik A. Proper, Peter N. Creasy

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

WfChef: Automated Generation of Accurate Scientific Workflow Generators

Tainã Coleman, Henri Casanova, Rafael Ferreira da Silva

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

MIcro-Surgical Anastomose Workflow recognition challenge report

Arnaud Huaulmé, Duygu Sarikaya, Kévin Le Mut, Fabien Despinoy, Yonghao Long, Qi Dou, Chin-Boon Chng, Wenjun Lin, Satoshi Kondo, Laura Bravo-Sánchez, Pablo Arbeláez, Wolfgang Reiter, Manoru Mitsuishi, Kanako Harada, Pierre Jannin

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

Comments MICCAI2020 challenge report, 36 pages including 15 for supplementary material (complet results for each participating teams), 17 figures

hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices

Farah Fahim, Benjamin Hawks, Christian Herwig, James Hirschauer, Sergo Jindariani, Nhan Tran, Luca P. Carloni, Giuseppe Di Guglielmo, Philip Harris, Jeffrey Krupa, Dylan Rankin, Manuel Blanco Valentin, Josiah Hester, Yingyi Luo, John Mamish, Seda Orgrenci-Memik, Thea Aarrestad, Hamza Javed, Vladimir Loncar, Maurizio Pierini, Adrian Alan Pol, Sioni Summers, Javier Duarte, Scott Hauck, Shih-Chieh Hsu, Jennifer Ngadiuba, Mia Liu, Duc Hoang, Edward Kreinar, Zhenbin Wu

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

Comments 10 pages, 8 figures, TinyML Research Symposium 2021

Do Bots Modify the Workflow of GitHub Teams?

Samaneh Saadat, Natalia Colmenares, Gita Sukthankar

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

EdgeWorkflowReal: An Edge Computing based Workflow Execution Engine for Smart Systems

Xuejun Li, Ran Ding, Xiao Liu, Jia Xu, Yun Yang, John Grundy

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

Comments 4 pages, 6 figures. For the demo video, please visit: https://youtu.be/2e7Vm7rM5Zc

An Empirical Study on Serverless Workflow Service

Jinfeng Wen, Yi Liu

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

Face-work for Human-Agent Joint Decision-Making

JiHyun Jeong, Guy Hoffman

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

Comments In Proceedings of the AAAI 2020 Fall Symposium Series on Trust and Explainability in Artificial Intelligence for Human-Robot Interaction

Accelerating Reinforcement Learning Agent with EEG-based Implicit Human Feedback

Duo Xu, Mohit Agarwal, Ekansh Gupta, Faramarz Fekri, Raghupathy Sivakumar

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

DeePore: a deep learning workflow for rapid and comprehensive characterization of porous materials

Arash Rabbani, Masoud Babaei, Reza Shams, Ying Da Wang, Traiwit Chung

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

Journal ref Advances in Water Resources, 2020, 103787

On the Effectiveness of Minisum Approval Voting in an Open Strategy Setting: An Agent-Based Approach

Joop van de Heijning, Stephan Leitner, Alexandra Rausch

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

Comments 5 pages, 3 figures; ; added literature review section, expanded and strengthened introduction and conclusion, grammar and formatting

An Open-Source Integration of Process Mining Features into the Camunda Workflow Engine: Data Extraction and Challenges

Alessandro Berti, Wil van der Aalst, David Zang, Magdalena Lang

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

Multi-modal Cooking Workflow Construction for Food Recipes

Liangming Pan, Jingjing Chen, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yu-Gang Jiang, Tat-Seng Chua

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

Comments This manuscript has been accepted at ACM MM 2020

Agent-Based Software Testing: A Definition and Systematic Mapping Study

Pavithra Perumal Kumaresen, Mirgita Frasheri, Eduard Enoiu

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

Comments (v0), Submitted to IEEE International Workshop on Automated and Intelligent Software Testing (AIST 2020)

AGI Agent Safety by Iteratively Improving the Utility Function

Koen Holtman

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

Comments Part 1 of this work is a preprint of a conference paper to appear in: Proceedings of the 13th International Conference on Artificial General Intelligence (AGI-20), Springer LNAI 12177 (2020). Part 2 has additional, new research results that go beyond those in the conference paper

Smart Chest X-ray Worklist Prioritization using Artificial Intelligence: A Clinical Workflow Simulation

Ivo M. Baltruschat, Leonhard Steinmeister, Hannes Nickisch, Axel Saalbach, Michael Grass, Gerhard Adam, Tobias Knopp, Harald Ittrich

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

Agent Programming for Industrial Applications: Some Advantages and Drawbacks

Otávio Arruda Matoso, Luis P. A. Lampert, Jomi Fred Hübner, Mateus Conceição, Sérgio P. Bernardes, Cleber Jorge Amaral, Maicon R. Zatelli, Marcelo L. de Lima

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

Comments 12 pages, 6 figures, accepted to present on 14th Workshop-School on Agents, Environments, and Applications (WESAAC 2020)

LRTD: Long-Range Temporal Dependency based Active Learning for Surgical Workflow Recognition

Xueying Shi, Yueming Jin, Qi Dou, Pheng-Ann Heng

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

Comments Accepted as a conference paper in IPCAI 2020

KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow

Balamurali Murugesan, Sricharan Vijayarangan, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam

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

Comments Accepted in MIDL 2020. Code available

Feature engineering workflow for activity recognition from synchronized inertial measurement units

Andreas W. Kempa-Liehr, Jonty Oram, Andrew Wong, Mark Finch, Thor Besier

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

Comments Multi-Sensor for Action and Gesture Recognition (MAGR), ACPR 2019 Workshop, Auckland, New Zealand

Assessing Robustness of Deep learning Methods in Dermatological Workflow

Sourav Mishra, Subhajit Chaudhury, Hideaki Imaizumi, Toshihiko Yamasaki

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

Comments Accepted in ACM CHIL 2020 Workshop (Oral and poster, without publication)

D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning

Tathagata Chakraborti, Yasaman Khazaeni

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

Comments Appears in the Proceedings of the AAAI 2020 Workshop on Intelligent Process Automation

HyperStream: a Workflow Engine for Streaming Data

Tom Diethe, Meelis Kull, Niall Twomey, Kacper Sokol, Hao Song, Miquel Perello-Nieto, Emma Tonkin, Peter Flach

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

A User-based Visual Analytics Workflow for Exploratory Model Analysis

Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl, Kendall Park, Subhajit Das, John Thompson, Bahador Saket, Abigail Mosca, John Stasko, Alex Endert, Michael Gleicher, Remco Chang

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

Journal ref Computer Graphics Forum 38(3) 2019, The Eurographics Association and John Wiley & Sons Ltd

Pattern-Based Approach to the Workflow Satisfiability Problem with User-Independent Constraints

Daniel Karapetyan, Andrew J. Parkes, Gregory Gutin, Andrei Gagarin

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

Are You Doing What I Think You Are Doing? Criticising Uncertain Agent Models

Stefano V. Albrecht, S. Ramamoorthy

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

Comments Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence (UAI), 2015. arXiv admin note: substantial text overlap with arXiv:1507.07688

RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion

Muhammad Sarmad, Hyunjoo Jenny Lee, Young Min Kim

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

Comments Accepted to IEEE CVPR 2019

Designing Workflow Systems Using Building Blocks

Matteo Turilli, Andre Merzky, Vivek Balasubramanian, Manuel Maldonado, Shantenu Jha

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

A unified spectra analysis workflow for the assessment of microbial contamination of ready to eat green salads: Comparative study and application of non-invasive sensors

Panagiotis Tsakanikas, Lemonia Christina Fengou, Evanthia Manthou, Alexandra Lianou, Efstathios Z. Panagou, George John E. Nychas

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

Journal ref Computers and Electronics in Agriculture, 2018