世界模型 - arXivDaily 专题

2502.10526 2025-02-21 cs.HC cs.AI 58%

Tempo: Helping Data Scientists and Domain Experts Collaboratively Specify Predictive Modeling Tasks

Venkatesh Sivaraman, Anika Vaishampayan, Xiaotong Li, Brian R Buck, Ziyong Ma, Richard D Boyce, Adam Perer

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI；predictive models(abstract)

Comments Appearing at CHI 2025

2501.06076 2025-01-14 cs.LG 58%

A monthly sub-national Harmonized Food Insecurity Dataset for comprehensive analysis and predictive modeling

Mélissande Machefer, Michele Ronco, Anne-Claire Thomas, Michael Assouline, Melanie Rabier, Christina Corbane, Felix Rembold

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

Comments The authors Melissande Machefer and Michele Ronco have contributed equally as both first authors to this work. This work is currently being reviewed in a peer-reviewed journal

2501.00298 2025-01-03 cs.SE cs.AI 58%

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

Huanting Wang, Patrick Lenihan, Zheng Wang

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI；predictive models(abstract)

2405.07488 2024-12-31 cs.LG cs.RO cs.SC 58%

Predictive Modeling of Flexible EHD Pumps using Kolmogorov-Arnold Networks

Yanhong Peng, Yuxin Wang, Fangchao Hu, Miao He, Zebing Mao, Xia Huang, Jun Ding

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG、cs.RO

Journal ref Biomimetic Intelligence and Robotics, Volume 4, Issue 4, 2024, 100184

2404.13139 2024-11-27 cs.LG cs.AI 58%

Explainable AI for Fair Sepsis Mortality Predictive Model

Chia-Hsuan Chang, Xiaoyang Wang, Christopher C. Yang

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted to the 22nd International Conference on Artificial Intelligence in Medicine (AIME'24)

2405.09600 2024-05-17 cs.LG cs.AI cs.CV cs.CY 58%

Aggregate Representation Measure for Predictive Model Reusability

Vishwesh Sangarya, Richard Bradford, Jung-Eun Kim

专题命中通用世界模型：predictive model(title)；分类 cs.AI、cs.LG、cs.CV

2404.18209 2024-04-30 cs.LG cs.DB 58%

4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs

Minjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang, Christos Faloutsos, Zheng Zhang

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

Comments Under review

2404.15324 2024-04-25 eess.SP cs.AI cs.SY eess.SY 58%

Advanced simulation-based predictive modelling for solar irradiance sensor farms

José L. Risco-Martín, Ignacio-Iker Prado-Rujas, Javier Campoy, María S. Pérez, Katzalin Olcoz

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI；predictive models(abstract)

Journal ref Journal of Simulation, pp. 1-18, 2024

2404.04686 2024-04-09 cs.LG cs.AI cs.CV 58%

Predictive Modeling for Breast Cancer Classification in the Context of Bangladeshi Patients: A Supervised Machine Learning Approach with Explainable AI

Taminul Islam, Md. Alif Sheakh, Mst. Sazia Tahosin, Most. Hasna Hena, Shopnil Akash, Yousef A. Bin Jardan, Gezahign Fentahun Wondmie, Hiba-Allah Nafidi, Mohammed Bourhia

专题命中通用世界模型：predictive model(title)；分类 cs.AI、cs.LG、cs.CV

Comments Accepted for the Scientific Reports (Nature) journal. 32 pages, 12 figures

2209.07805 2024-01-24 cs.LG 58%

A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care

Junyi Gao, Yinghao Zhu, Wenqing Wang, Yasha Wang, Wen Tang, Ewen M. Harrison, Liantao Ma

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

Comments Junyi Gao, Yinghao Zhu and Wenqing Wang contributed equally

2305.05722 2023-05-11 cs.LG stat.AP 58%

Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction

Yinan Liu, Xinyu Dong, Weimin Lyu, Richard N. Rosenthal, Rachel Wong, Tengfei Ma, Fusheng Wang

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

2211.17014 2023-05-02 cs.LG cs.CY stat.AP 58%

An Interpretable Hybrid Predictive Model of COVID-19 Cases using Autoregressive Model and LSTM

Yangyi Zhang, Sui Tang, Guo Yu

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

2304.05565 2023-04-13 cs.LG cs.CV cs.CY 58%

A Predictive Model using Machine Learning Algorithm in Identifying Students Probability on Passing Semestral Course

Anabella C. Doctor

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG、cs.CV

Journal ref International Journal of Computing Sciences Research (ISSN print: 2546-0552; ISSN online: 2546-115X) Vol. 7, pp. 1830-1856

2304.05352 2023-04-12 cs.LG cs.AI 58%

SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-Learning

Zifeng Wang, Cao Xiao, Jimeng Sun

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI、cs.LG

2303.11733 2023-03-22 cs.PF cs.AI cs.AR cs.DC cs.LG 58%

DIPPM: a Deep Learning Inference Performance Predictive Model using Graph Neural Networks

Karthick Panner Selvam, Mats Brorsson

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI、cs.LG

2211.14885 2022-11-29 cs.LG cs.CV 58%

Geo-Adaptive Deep Spatio-Temporal predictive modeling for human mobility

Syed Mohammed Arshad Zaidi, Varun Chandola, EunHye Yoo

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG、cs.CV

2206.03612 2022-06-09 cs.CV cs.AI cs.LG eess.SP 58%

Predictive Modeling of Charge Levels for Battery Electric Vehicles using CNN EfficientNet and IGTD Algorithm

Seongwoo Choi, Chongzhou Fang, David Haddad, Minsung Kim

专题命中通用世界模型：predictive model(title)；分类 cs.AI、cs.LG、cs.CV

2108.12250 2022-02-03 stat.ML cs.CY cs.LG 58%

A comparison of approaches to improve worst-case predictive model performance over patient subpopulations

Stephen R. Pfohl, Haoran Zhang, Yizhe Xu, Agata Foryciarz, Marzyeh Ghassemi, Nigam H. Shah

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

1912.07700 2021-09-07 q-fin.ST cs.LG 58%

A Robust Predictive Model for Stock Price Prediction Using Deep Learning and Natural Language Processing

Sidra Mehtab, Jaydip Sen

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

Comments 6 pages, 18 Tables

2006.07686 2020-11-11 physics.comp-ph cond-mat.mtrl-sci cs.LG 58%

Predictive modeling approaches in laser-based material processing

Maria Christina Velli, George D. Tsibidis, Alexandros Mimidis, Evangelos Skoulas, Yannis Pantazis, Emmanuel Stratakis

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

Comments 10 Figures

Journal ref J. Appl. Phys. 128, 183102 (2020)

2010.12508 2020-10-26 cs.CE cs.LG 58%

Beating the market with a bad predictive model

Ondřej Hubáček, Gustav Šír

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

Comments We share our insights on how to beat a market maker (bookmaker) with a predictive (statistical) price-estimation model more easily. Feel free to contact us with questions: souregus@gmail.com

2002.01441 2020-10-07 cs.LG stat.ML 58%

A Generalized Flow for B2B Sales Predictive Modeling: An Azure Machine Learning Approach

Alireza Rezazadeh

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

2005.13139 2020-05-28 cs.RO cs.AI cs.LG 58%

Predictive Modeling of Periodic Behavior for Human-Robot Symbiotic Walking

Geoffrey Clark, Joseph Campbell, Seyed Mostafa Rezayat Sorkhabadi, Wenlong Zhang, Heni Ben Amor

专题命中通用世界模型：predictive model(title)；分类 cs.AI、cs.LG、cs.RO

Comments Accepted to ICRA 2020. Accompanying video presentation: https://www.youtube.com/watch?v=EjSVjueePyQ&t=1s

1905.04241 2019-05-13 cs.LG cs.AI stat.ML 58%

Hybrid Predictive Model: When an Interpretable Model Collaborates with a Black-box Model

Tong Wang, Qihang Lin

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI、cs.LG

1903.00743 2019-03-06 cs.LG cs.AI stat.ML 58%

Automating Predictive Modeling Process using Reinforcement Learning

Udayan Khurana, Horst Samulowitz

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI、cs.LG

1706.06122 2018-10-01 cs.LG cs.AI 58%

VAIN: Attentional Multi-agent Predictive Modeling

Yedid Hoshen

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI、cs.LG

Comments NIPS 2017 Wrong sign fixed in Eqs:3-5

1808.04439 2018-08-15 cs.CV cs.LG stat.ML 58%

Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms

Ayagoz Mussabayeva, Alexey Kroshnin, Anvar Kurmukov, Yulia Dodonova, Li Shen, Shan Cong, Lei Wang, Boris A. Gutman

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG、cs.CV

Comments Accepted to ShapeMI workshop

1709.08842 2017-10-04 cs.LG cs.SD eess.AS 58%

Learning a Predictive Model for Music Using PULSE

Jonas Langhabel

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.LG；predictive models(abstract)

Comments Master's Thesis

1709.07150 2017-09-22 cs.AI cs.LG stat.ML 58%

Feature Engineering for Predictive Modeling using Reinforcement Learning

Udayan Khurana, Horst Samulowitz, Deepak Turaga

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI、cs.LG

1709.04318 2017-09-14 cs.NE cs.AI 58%

Predictive modeling of die filling of the pharmaceutical granules using the flexible neural tree

Varun Kumar Ojha, Serena Schiano, Chuan-Yu Wu, Václav Snášel, Ajith Abraham

专题命中通用世界模型：predictive model(title,abstract)；分类 cs.AI；predictive models(abstract)

Journal ref Neural Computing and Application, 2016

1. 通用世界模型 4314 篇

Tempo: Helping Data Scientists and Domain Experts Collaboratively Specify Predictive Modeling Tasks

A monthly sub-national Harmonized Food Insecurity Dataset for comprehensive analysis and predictive modeling

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

Predictive Modeling of Flexible EHD Pumps using Kolmogorov-Arnold Networks

Explainable AI for Fair Sepsis Mortality Predictive Model

Aggregate Representation Measure for Predictive Model Reusability

4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs

Advanced simulation-based predictive modelling for solar irradiance sensor farms

Predictive Modeling for Breast Cancer Classification in the Context of Bangladeshi Patients: A Supervised Machine Learning Approach with Explainable AI

A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care

Enhancing Clinical Predictive Modeling through Model Complexity-Driven Class Proportion Tuning for Class Imbalanced Data: An Empirical Study on Opioid Overdose Prediction

An Interpretable Hybrid Predictive Model of COVID-19 Cases using Autoregressive Model and LSTM

A Predictive Model using Machine Learning Algorithm in Identifying Students Probability on Passing Semestral Course

SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-Learning

DIPPM: a Deep Learning Inference Performance Predictive Model using Graph Neural Networks

Geo-Adaptive Deep Spatio-Temporal predictive modeling for human mobility

Predictive Modeling of Charge Levels for Battery Electric Vehicles using CNN EfficientNet and IGTD Algorithm

A comparison of approaches to improve worst-case predictive model performance over patient subpopulations

A Robust Predictive Model for Stock Price Prediction Using Deep Learning and Natural Language Processing

Predictive modeling approaches in laser-based material processing

Beating the market with a bad predictive model

A Generalized Flow for B2B Sales Predictive Modeling: An Azure Machine Learning Approach

Predictive Modeling of Periodic Behavior for Human-Robot Symbiotic Walking

Hybrid Predictive Model: When an Interpretable Model Collaborates with a Black-box Model

Automating Predictive Modeling Process using Reinforcement Learning

VAIN: Attentional Multi-agent Predictive Modeling

Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms

Learning a Predictive Model for Music Using PULSE

Feature Engineering for Predictive Modeling using Reinforcement Learning

Predictive modeling of die filling of the pharmaceutical granules using the flexible neural tree