世界模型

Hybrid Predictive Modeling of Malaria Incidence in the Amhara Region, Ethiopia: Integrating Multi-Output Regression and Time-Series Forecasting

Kassahun Azezew, Amsalu Tesema, Bitew Mekuria, Ayenew Kassie, Animut Embiale, Ayodeji Olalekan Salau, Tsega Asresa

机构 * Department of Computer Science, Injibara University（计算机科学系，因吉巴拉大学） ； Department of Software Engineering, Injibara University（软件工程系，因吉巴拉大学） ； Department of Information Technology, Injibara University（信息技术系，因吉巴拉大学） ； Department of Electrical/Electronic and Computer Engineering, Afe Babalola University（电子与计算机工程系，阿费·巴巴洛拉大学） 纠错

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

No Black Box Anymore: Demystifying Clinical Predictive Modeling with Temporal-Feature Cross Attention Mechanism

Yubo Li, Xinyu Yao, Rema Padman

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments 10 pages, 3 figures, submitted to AMIA 2025

Enhanced Predictive Modeling for Hazardous Near-Earth Object Detection: A Comparative Analysis of Advanced Resampling Strategies and Machine Learning Algorithms in Planetary Risk Assessment

Sunkalp Chandra

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

Measurement as Bricolage: Examining How Data Scientists Construct Target Variables for Predictive Modeling Tasks

Luke Guerdan, Devansh Saxena, Stevie Chancellor, Zhiwei Steven Wu, Kenneth Holstein

机构 * Carnegie Mellon University（卡内基梅隆大学） ； University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； University of Minnesota（明尼苏达大学） 纠错

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

Comments CSCW 2025

Synthesize, Retrieve, and Propagate: A Unified Predictive Modeling Framework for Relational Databases

Ning Li, Kounianhua Du, Han Zhang, Quan Gan, Minjie Wang, David Wipf, Weinan Zhang

机构 * AWS Shanghai AI Lab（AWS上海人工智能实验室） 纠错

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

Entropy-Based Methods to Address Sampling Bias in Archaeological Predictive Modeling

Mehmet Sıddık Çadırcı, Golnaz Shahtahmassebi

专题命中 通用世界模型 ：predictive model(title,abstract)；predictive models(abstract)

Enabling Advanced Land Cover Analytics: An Integrated Data Extraction Pipeline for Predictive Modeling with the Dynamic World Dataset

Victor Radermecker, Andrea Zanon, Nancy Thomas, Annita Vapsi, Saba Rahimi, Rama Ramakrishnan, Daniel Borrajo

机构 * MIT Sloan School of Management and Operations Research Center（麻省理工学院斯隆管理学院和运筹学研究中心） ； JP Morgan（摩根大通） 纠错

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

Journal ref IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (Volume: 18) | Page(s): 6440 - 6450 | Date of Publication: 14 February 2025

Explainable AI for Mental Health Emergency Returns: Integrating LLMs with Predictive Modeling

Abdulaziz Ahmed, Mohammad Saleem, Mohammed Alzeen, Badari Birur, Rachel E Fargason, Bradley G Burk, Ahmed Alhassan, Mohammed Ali Al-Garadi

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

HyperFusion: A Hypernetwork Approach to Multimodal Integration of Tabular and Medical Imaging Data for Predictive Modeling

Daniel Duenias, Brennan Nichyporuk, Tal Arbel, Tammy Riklin Raviv

机构 * Ben Gurion University of the Negev（本· Gurion 大学） ； Centre for Intelligent Machines, McGill University（智能机器中心，麦吉尔大学） ； Mila - Quebec AI Institute（魁北克人工智能研究所） 纠错

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

Comments 20 pages, 11 figures

Journal ref Medical Image Analysis, Volume 102, May 2025, 103503

Improving Colorectal Cancer Screening and Risk Assessment through Predictive Modeling on Medical Images and Records

Shuai Jiang, Christina Robinson, Joseph Anderson, William Hisey, Lynn Butterly, Arief Suriawinata, Saeed Hassanpour

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

Challenges for Predictive Modeling with Neural Network Techniques using Error-Prone Dietary Intake Data

Dylan Spicker, Amir Nazemi, Joy Hutchinson, Paul Fieguth, Sharon I. Kirkpatrick, Michael Wallace, Kevin W. Dodd

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

Journal ref Statistics in Medicine. 44.5 (2025)

A Personalized Predictive Model that Jointly Optimizes Discrimination and Calibration

Tatiana Krikella, Joel A. Dubin

专题命中 通用世界模型 ：predictive model(title,abstract)；predictive models(abstract)

Predictive modeling and anomaly detection in large-scale web portals through the CAWAL framework

Ozkan Canay, Umit Kocabicak

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

Comments 15 pages, 4 figures

Journal ref Knowledge-Based Systems, 306, 112710 (2024)

AI-driven multi-omics integration for multi-scale predictive modeling of causal genotype-environment-phenotype relationships

You Wu, Lei Xie

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

Journal ref Comput. Struct. Biotechnol. J. 27 (2025) 265-277

Optimality Conditions for Model Predictive Control: Rethinking Predictive Model Design

Akhil S Anand, Arash Bahari Kordabad, Mario Zanon, Sebastien Gros

专题命中 通用世界模型 ：predictive model(title,abstract)；predictive models(abstract)

Comments 7 pages, submitted to Automatica as a brief paper

Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach

Khandker Sadia Rahman, Charalampos Chelmis

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

Advancing clinical trial outcomes using deep learning and predictive modelling: bridging precision medicine and patient-centered care

Sydney Anuyah, Mallika K Singh, Hope Nyavor

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

Comments 22 pages excluding references, 11 figures, 6 tables

Journal ref World Journal of Advanced Research and Reviews 24 2024 001 025

Leveraging LSTM for Predictive Modeling of Satellite Clock Bias

Ahan Bhatt, Ishaan Mehta, Pravin Patidar

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

Comments 6 Pages, 6 figures (8 sub-figures), 5 Tables Index Terms-LSTM, Satellite Navigation, Deep Learning, Clock Bias

PMI-DT: Leveraging Digital Twins and Machine Learning for Predictive Modeling and Inspection in Manufacturing

Chas Hamel, Md Manjurul Ahsan, Shivakumar Raman

专题命中 通用世界模型 ：predictive model(title,abstract)；predictive models(abstract)

Navigating the Landscape of Reproducible Research: A Predictive Modeling Approach

Akhil Pandey Akella, Sagnik Ray Choudhury, David Koop, Hamed Alhoori

专题命中 通用世界模型 ：predictive model(title,abstract)；predictive models(abstract)

Comments 10 pages, CIKM 2024

Decision-Aware Predictive Model Selection for Workforce Allocation

Eric G. Stratman, Justin J. Boutilier, Laura A. Albert

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

Latent Feature Mining for Predictive Model Enhancement with Large Language Models

Bingxuan Li, Pengyi Shi, Amy Ward

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

Mapping the Russian Internet Troll Network on Twitter using a Predictive Model

Sachith Dassanayaka, Ori Swed, Dimitri Volchenkov

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

Comments 17 pages, 08 figures, and 04 tables. Further, the paper is published in https://www.lhscientificpublishing.com/Journals/articles/DOI-10.5890-JVTSD.2023.06.001.aspx

Journal ref Journal of Vibration Testing and System Dynamics 7(2) (2023) 113--128

Convolutional Neural Networks for Predictive Modeling of Lung Disease

Yingbin Liang, Xiqing Liu, Haohao Xia, Yiru Cang, Zitao Zheng, Yuanfang Yang

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

Comments 7 pages

YZS-model: A Predictive Model for Organic Drug Solubility Based on Graph Convolutional Networks and Transformer-Attention

Chenxu Wang, Haowei Ming, Jian He, Yao Lu, Junhong Chen

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

Comments 23 pages, 16 figures, 6 tables

Analysis and Predictive Modeling of Solar Coronal Holes Using Computer Vision and ARIMA-LSTM Networks

Juyoung Yun, Jungmin Shin

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

Comments Accepted to the first joint European Space Agency SPAICE Conference 2024

Unraveling Radiomics Complexity: Strategies for Optimal Simplicity in Predictive Modeling

Mahdi Ait Lhaj Loutfi, Teodora Boblea Podasca, Alex Zwanenburg, Taman Upadhaya, Jorge Barrios, David R. Raleigh, William C. Chen, Dante P. I. Capaldi, Hong Zheng, Olivier Gevaert, Jing Wu, Alvin C. Silva, Paul J. Zhang, Harrison X. Bai, Jan Seuntjens, Steffen Löck, Patrick O. Richard, Olivier Morin, Caroline Reinhold, Martin Lepage, Martin Vallières

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

Streamlining Software Reviews: Efficient Predictive Modeling with Minimal Examples

Tim Menzies, Andre Lustosa

专题命中 通用世界模型 ：predictive model(title,abstract)；predictive models(abstract)

Deep Predictive Model Learning with Parametric Bias: Handling Modeling Difficulties and Temporal Model Changes

Kento Kawaharazuka, Kei Okada, Masayuki Inaba

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

Comments Accepted at Robotics and Automation Magazine (RAM)

Forecasting Electric Vehicle Battery Output Voltage: A Predictive Modeling Approach

Narayana Darapaneni, Ashish K, Ullas M S, Anwesh Reddy Paduri

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