AI Agent

Surgical Workflow Recognition: from Analysis of Challenges to Architectural Study

Tobias Czempiel, Aidean Sharghi, Magdalini Paschali, Nassir Navab, Omid Mohareri

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 11 pages, 2 figures

Journal ref european conference on computer vision, ECCV 2022; MCV

A Container-Based Workflow for Distributed Training of Deep Learning Algorithms in HPC Clusters

Jose González-Abad, Álvaro López García, Valentin Y. Kozlov

专题命中 工作流自动化 ：workflow(title,abstract)

Comments This version of the article has been accepted for publication but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: https://doi.org/10.1007/s10586-022-03798-7

A 5G Enabled Adaptive Computing Workflow for Greener Power Grid

Yousu Chen, Liwei Wang, Xiaoyuan Fan, Dexin Wang, James Ogle

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 5 pages, 6 figures

Hybrid Reusable Computational Analytics Workflow Management with Cloudmesh

Gregor von Laszewski, J. P. Fleischer, Geoffrey C. Fox

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 12 pages, 3 apendies, 23 Figures, 4 Tables

Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures

Jonathan Bader, Fabian Lehmann, Alexander Groth, Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Ulf Leser, Odej Kao

专题命中 工作流自动化 ：workflow(title,abstract)

Comments Paper accepted in 41st IEEE International Performance Computing and Communications Conference (IPCCC 2022)

$py$GWBSE: A high throughput workflow package for GW-BSE calculations

Tathagata Biswas, Arunima K. Singh

专题命中 工作流自动化 ：workflow(title,abstract)

A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations

Jasper Albers, Jari Pronold, Anno Christopher Kurth, Stine Brekke Vennemo, Kaveh Haghighi Mood, Alexander Patronis, Dennis Terhorst, Jakob Jordan, Susanne Kunkel, Tom Tetzlaff, Markus Diesmann, Johanna Senk

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 32 pages, 8 figures, 1 listing

Journal ref Front. Neuroinform. 16:837549 (2022)

QuakeFlow: A Scalable Machine-learning-based Earthquake Monitoring Workflow with Cloud Computing

Weiqiang Zhu, Alvin Brian Hou, Robert Yang, Avoy Datta, S. Mostafa Mousavi, William L. Ellsworth, Gregory C. Beroza

专题命中 工作流自动化 ：workflow(title,abstract)

Workflow-based Fast Data-driven Predictive Control with Disturbance Observer in Cloud-edge Collaborative Architecture

Runze Gao, Qiwen Li, Li Dai, Yufeng Zhan, Yuanqing Xia

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 58 pages and 23 figures

Principal-agent problem with multiple principals

Kaitong Hu, Zhenjie Ren, Junjian Yang

专题命中 工作流自动化 ：agent(title,abstract)

Heri-Graphs: A Workflow of Creating Datasets for Multi-modal Machine Learning on Graphs of Heritage Values and Attributes with Social Media

Nan Bai, Pirouz Nourian, Renqian Luo, Ana Pereira Roders

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 28 pages, 6 figures, 12 tables. The data and models presented in this paper can be found in the following GitHub link: https://github.com/zzbn12345/Heri_Graphs

Efficient Pipeline Planning for Expedited Distributed DNN Training

Ziyue Luo, Xiaodong Yi, Guoping Long, Shiqing Fan, Chuan Wu, Jun Yang, Wei Lin

专题命中 工作流自动化 ：planning(title,abstract)

Comments INFOCOM 2022

Validation of Monte Carlo Iodine-131 radiopharmaceutical dosimetry workflow using a 3D printed anthropomorphic head and neck phantom

David P. Adam, Joseph Grudzinski, Ian Bormett, Benjamin L. Cox, Ian R. Marsh, Tyler J. Bradshaw, Paul Harari, Bryan Bednarz

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 30 pages, 11 figures, 4 tables

Interplay between Distributed AI Workflow and URLLC

Milad Ganjalizadeh, Hossein S. Ghadikolaei, Johan Haraldson, Marina Petrova

专题命中 工作流自动化 ：workflow(title,abstract)

Comments Accepted in 2022 IEEE Global Communications Conference (GLOBECOM)

Soundness-preserving composition of synchronously and asynchronously interacting workflow net components

Luca Bernardinello, Irina Lomazova, Roman Nesterov, Lucia Pomello

专题命中 工作流自动化 ：workflow(title,abstract)

A workflow for segmenting soil and plant X-ray CT images with deep learning in Googles Colaboratory

Devin A. Rippner, Pranav Raja, J. Mason Earles, Alexander Buchko, Mina Momayyezi, Fiona Duong, Dilworth Parkinson, Elizabeth Forrestel, Ken Shackel, Jeffrey Neyhart, Andrew J. McElrone

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 58 pages, 9 figures, 2 Tables

Multi-Modal Unsupervised Pre-Training for Surgical Operating Room Workflow Analysis

Muhammad Abdullah Jamal, Omid Mohareri

专题命中 工作流自动化 ：workflow(title,abstract)

Comments International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'22)

EasyABM: a lightweight and easy to use heterogeneous agent-based modelling tool written in Julia

Renu Solanki, Monisha Khanna, Shailly Anand, Anita Gulati, Prateek Kumar, Munendra Kumar, Dushyant Kumar

专题命中 工作流自动化 ：agent(title,abstract)

Comments 18 pages, 7 figures

Towards an Approximation-Aware Computational Workflow Framework for Accelerating Large-Scale Discovery Tasks

Michael A. Johnston, Vassilis Vassiliadis

专题命中 工作流自动化 ：workflow(title,abstract)

Comments Pre-print of paper in ApPLIED 2022 (part of PODC 2022)

Dynamics of economic unions: an agent-based model to investigate the economic and social drivers of withdrawals

Carlos Gracia-Lázaro, Fabio Dercole, Yamir Moreno

专题命中 工作流自动化 ：agent(title,abstract)

Comments 7 figures, 1 table

Verifying generalised and structural soundness of workflow nets via relaxations

Michael Blondin, Filip Mazowiecki, Philip Offtermatt

专题命中 工作流自动化 ：workflow(title,abstract)

Comments Accepted at CAV 2022

A typical workflow to simulate cytoskeletal systems with Cytosim

Carlos A. Lugo, Eashan Saikia, Francois Nedelec

专题命中 工作流自动化 ：workflow(title,abstract)

Journal ref Journal of ovisualized experiments, 2022

Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters

Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Jonathan Will, Ulf Leser, Odej Kao

专题命中 工作流自动化 ：workflow(title,abstract)

Comments paper accepted in 34th International Conference on Scientific and Statistical Database Management (SSDBM 2022)

Methods Included: Standardizing Computational Reuse and Portability with the Common Workflow Language

Michael R. Crusoe, Sanne Abeln, Alexandru Iosup, Peter Amstutz, John Chilton, Nebojša Tijanić, Hervé Ménager, Stian Soiland-Reyes, Bogdan Gavrilovic, Carole Goble

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 8 pages, 3 figures. For the LaTex source code of this paper, see https://github.com/mr-c/cwl_methods_included

Journal ref Commun. ACM 65 (2022) 54-63

Solving workflow scheduling problems with QUBO modeling

A. I. Pakhomchik, S. Yudin, M. R. Perelshtein, A. Alekseyenko, S. Yarkoni

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 10 pages, 6 figures

Data assimilation with agent-based models using Markov chain sampling

Daniel Tang, Nick Malleson

专题命中 工作流自动化 ：agent(title,abstract)

Comments 22 pages, 4 figures

Sea Ice Concentration Estimation Techniques Using Machine Learning: An End-To-End Workflow for Estimating Concentration Maps from SAR Images

Stefan Dominicus, Amit Kumar Mishra

专题命中 工作流自动化 ：workflow(title,abstract)

Comments A modified version of this work has been published as a chapter in the monograph New Methodologies for Understanding Radar Data published by The IET (ISBN-13 978-1-83953-188-0)

Mars Reconnaissance Orbiter's Mars Color Imager (MARCI): A New Workflow for Processing Its Image Data

Stuart J. Robbins

专题命中 工作流自动化 ：workflow(title,abstract)

A Graphical Workflow Exploration Environment For Visual Analytics

Chunggi Lee, Juyoung Oh, Seungmin Jin, Isaac Cho, Sungahn Ko

专题命中 工作流自动化 ：workflow(title,abstract)

Mobility Analysis Workflow (MAW): An accessible, interoperable, and reproducible container system for processing raw mobile data

Xiangyang Guan, Cynthia Chen, Ian Ren, Ka Yee Yeung, Ling-Hong Hung, Wes J. Lloyd

专题命中 工作流自动化 ：workflow(title,abstract)