AI Agent

Learning Based Task Offloading in Digital Twin Empowered Internet of Vehicles

Jinkai Zheng, Tom H. Luan, Longxiang Gao, Yao Zhang, Yuan Wu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Strategic Issues on Implementing a Software Process Improvement Program

Rogerio Rossi, Kechi Hirama

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

Comments InSITE Conference - Tampa, USA - 2015

Machine Learning Enhances Algorithms for Quantifying Non-Equilibrium Dynamics in Correlation Spectroscopy Experiments to Reach Frame-Rate-Limited Time Resolution

Tatiana Konstantinova, Lutz Wiegart, Maksim Rakitin, Anthony M DeGennaro, Andi M Barbour

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

Improving Clinical Diagnosis Performance with Automated X-ray Scan Quality Enhancement Algorithms

Karthik K, Sowmya Kamath S

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

Comments Presented and Accepted in International Conference on Advances in Systems, Control and Computing (AISCC-2020) at Malaviya National Institute of Technology, Jaipur, India, February 27-28, 2020

Journal ref International Conference on Advances in Systems, Control and Computing (AISCC-2020) at Malaviya National Institute of Technology, Jaipur, India, February 27-28, 2020

Deep Reinforcement Learning Optimizes Graphene Nanopores for Efficient Desalination

Yuyang Wang, Zhonglin Cao, Amir Barati Farimani

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Yuyang Wang and Zhonglin Cao contributed equally to this work

Journal ref npj 2D Mater Appl 5, 66 (2021)

VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks

Xiwei Xuan, Xiaoyu Zhang, Oh-Hyun Kwon, Kwan-Liu Ma

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

Comments 12 pages, 6 figures. This manuscript is currently under review

Bayesian sense of time in biological and artificial brains

Zafeirios Fountas, Alexey Zakharov

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 27 pages, 3 figures, to appear in: Time and Science (ed. R. Lestienne & P. Harris)

NLP in Human Rights Research -- Extracting Knowledge Graphs About Police and Army Units and Their Commanders

Daniel Bauer, Tom Longley, Yueen Ma, Tony Wilson

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

Comments Equal contributions. for associated text corpus see https://github.com/security-force-monitor/nlp_starter_dataset

Multi-physics integration platform MuPIF: Application for composite material design

B. Patzák, V. Šmilauer, M. Horák, S. Šulc, E. Dvořáková

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

KUDO Interpreter Assist: Automated Real-time Support for Remote Interpretation

Claudio Fantinuoli, Giulia Marchesini, David Landan, Lukas Horak

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

Comments Accepted at TC43

AutoFITS: Automatic Feature Engineering for Irregular Time Series

Pedro Costa, Vitor Cerqueira, João Vinagre

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

Bank transactions embeddings help to uncover current macroeconomics

Maria Begicheva, Alexey Zaytsev

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

Journal ref ICMLA 2021

MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer

Tianyi Zhang, Yunlu Feng, Yu Zhao, Guangda Fan, Aiming Yang, Shangqin Lyu, Peng Zhang, Fan Song, Chenbin Ma, Yangyang Sun, Youdan Feng, Guanglei Zhang

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

Comments 12 pages, 10 figures

RepBin: Constraint-based Graph Representation Learning for Metagenomic Binning

Hansheng Xue, Vijini Mallawaarachchi, Yujia Zhang, Vaibhav Rajan, Yu Lin

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

Comments Accepted by AAAI-2022

One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots

Juan Camilo Vasquez-Correa, Juan Carlos Guerrero-Sierra, Jose Luis Pemberty-Tamayo, Juan Esteban Jaramillo, Andres Felipe Tejada-Castro

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Detecting Extratropical Cyclones of the Northern Hemisphere with Single Shot Detector

Minjing Shi, Pengfei He, Yuli Shi

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

Towards Automated Semantic Grouping in Workflows for Multi-Disciplinary Analysis

Dominik Schneider, Alexander Weinert

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

TNT-KID: Transformer-based Neural Tagger for Keyword Identification

Matej Martinc, Blaž Škrlj, Senja Pollak

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

Comments Accepted to Natural Language Engineering journal

Journal ref Martinc, M., Škrlj, B., & Pollak, S. (2021). TNT-KID: Transformer-based neural tagger for keyword identification. Natural Language Engineering, 1-40. doi:10.1017/S1351324921000127

A Natural Language Processing and Deep Learning based Model for Automated Vehicle Diagnostics using Free-Text Customer Service Reports

Ali Khodadadi, Soroush Ghandiparsi, Chen-Nee Chuah

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments 24 page, 8 figures

Machine learning-based porosity estimation from spectral decomposed seismic data

Honggeun Jo, Yongchae Cho, Michael J. Pyrcz, Hewei Tang, Pengcheng Fu

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

Building Object-based Causal Programs for Human-like Generalization

Bonan Zhao, Christopher G. Lucas, Neil R. Bramley

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments To appear in NeurIPs workshop WHY-21 - Causal Inference & Machine Learning: Why now?

Object Recognition by a Minimally Pre-Trained System in the Process of Environment Exploration

Dmitry Maximov, Sekou A. K. Diane

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments arXiv admin note: text overlap with arXiv:1812.11969

Using DevOps Toolchains in Agile Model-Driven Engineering

Jörn Guy Süß, Samantha Swift, Eban Escott

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

Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines

Xuejing Zheng, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance

Xiao-Yang Liu, Hongyang Yang, Jiechao Gao, Christina Dan Wang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments ACM International Conference on AI in Finance

Journal ref ACM International Conference on AI in Finance, 2021

A Broad-persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments

Hung Son Nguyen, Francisco Cruz, Richard Dazeley

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 10 pages

Golem: An algorithm for robust experiment and process optimization

Matteo Aldeghi, Florian Häse, Riley J. Hickman, Isaac Tamblyn, Alán Aspuru-Guzik

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

Comments 37 pages, 25 figures; additional experiments, expanded discussions and references

Journal ref Chemical Science, 2021, 12, 14792 - 14807

Machine Learning-Assisted Analysis of Small Angle X-ray Scattering

Piotr Tomaszewski, Shun Yu, Markus Borg, Jerk Rönnols

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

Comments Accepted for the 9th Swedish Workshop on Data Science

Overcoming Digital Gravity when using AI in Public Health Decisions

Sekou L Remy, Aisha Walcott-Bryant, Nelson K Bore, Charles M Wachira, Julian Kuenhert

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

Comments Presented at AAAI FSS-21: Artificial Intelligence in Government and Public Sector, Washington, DC, USA

Creating A Coefficient of Change in the Built Environment After a Natural Disaster

Karla Saldana Ochoa

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