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K

Katarina Grolinger

western university

29H指数
119论文数
5.1K被引数
收录论文 31
发表时间
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Benchmarking text encoding strategies in multimodal clinical data for surgical case duration prediction在多模态临床数据中评估文本编码策略以预测手术时长
errInternational Journal of Medical Informatics
IF4.1
err2026-04-01
err0
PREAI
errMohammad Noorchenarboo; Michelle Kwong; Ahmad Elnahas; Jeff Hawel; Christopher M. Schlachta; Katarina Grolinger
err分享
err收藏
High-resolution weather-guided surrogate modeling for data-efficient cross-location building energy prediction高分辨率天气引导的代理建模方法，用于数据高效的跨地点建筑能耗预测
errEnergy and Buildings
IF7.1
err2026-03-03
err0
errOAAI
errPiragash Manmatharasan; Girma Bitsuamlak; Katarina Grolinger
err分享
err收藏
Augmented reality-based smart structural health monitoring system with accurate 3D model alignment基于增强现实的智能结构健康监测系统，具有精确的3D模型对齐功能
errJournal of Infrastructure Intelligence and Resilience
IF0
err2025-11-01
err0
errOAAI
errAwadallah, Omar; Grolinger, Katarina; Sadhu, Ayan
err分享
err收藏
Data-driven and physics-based modeling approaches and their integration in building digital twins: A systematic review数据驱动和基于物理的建模方法及其在建筑数字孪生中的应用：一项系统综述
errJournal of Building Engineering
IF7.4
err2025-10-03
err0
errOAAI
errJifar M. Hunde; Tesfatsyon S. Ochono; Damitha Senevirathne; Dagimawi D. Eneyew; Girma T. Bitsuamlak; Miriam A.M. Capretz; Katarina Grolinger
err分享
err收藏
Physics-Guided Memory Network for building energy modeling用于建筑能耗建模的物理引导存储网络
errEnergy and AI
IF9.6
err2025-06-29
err0
errOAAI
errMuhammad Umair Danish; Kashif Ali; Kamran Siddiqui; Katarina Grolinger
err分享
err收藏
Federated Online Learning for adaptive load forecasting across decentralized nodes联邦在线学习用于跨去中心化节点的自适应负荷预测
errInternational Journal of Electrical Power & Energy Systems
IF5
err2025-06-11
err0
PREAI
errMohamed Ahmed T.A. Elgalhud; Mohammad Navid Fekri; Syed Mir; Katarina Grolinger
err分享
err收藏
Agile DQN: adaptive deep recurrent attention reinforcement learning for autonomous UAV obstacle avoidance敏捷DQN：用于自主UAV避障的自适应深度循环注意力强化学习
errSCIENTIFIC REPORTS
IF3.9
err2025-05-23
err0
errOAAI
errAlmahamid, Fadi; Grolinger, Katarina
err分享
err收藏
AI-driven design optimization for sustainable buildings: A systematic reviewAI驱动的可持续建筑设计优化: 系统综述
errENERGY AND BUILDINGS
IF7.1
err2025-04-01
err0
errOAAI
errManmatharasan, Piragash; Bitsuamlak, Girma; Grolinger, Katarina
err分享
err收藏
Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types
errIEEE TRANSACTIONS ON POWER DELIVERY
IF3.7
err2025-02-01
err1
PREAI
errDanish, Muhammad Umair; Grolinger, Katarina
err分享
err收藏
Explaining deep learning-based anomaly detection in energy consumption data by focusing on contextually relevant data通过关注上下文相关数据来解释能耗数据中基于深度学习的异常检测
errENERGY AND BUILDINGS
IF7.1
err2025-02-01
err0
errOAAI
errNoorchenarboo, Mohammad; Grolinger, Katarina
err分享
err收藏
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic Quality of AI-Generated Images
errIEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS
IF4.4
err2025-01-01
err1
PREAI
errAziz, Memoona; Rehman, Umair; Danish, Muhammad Umair; Grolinger, Katarina
err分享
err收藏
Deep Transfer Learning for Detection of Upper and Lower Body Movements: Transformer With Convolutional Neural Network
errIEEE SENSORS JOURNAL
IF4.5
err2024-10-15
err0
PREAI
errLacroix, Kyle; Gholamiangonabadi, Davoud; Trejos, Ana Luisa; Grolinger, Katarina
err分享
err收藏
Remote collaborative framework for real-time structural condition assessment using Augmented Reality
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2024-10-01
err2
errOAAI
errAwadallah, Omar; Grolinger, Katarina; Sadhu, Ayan
err分享
err收藏
VizNav: A Modular Off-Policy Deep Reinforcement Learning Framework for Vision-Based Autonomous UAV Navigation in 3D Dynamic EnvironmentsVizNav: 用于3D动态环境中基于视觉的自主无人机导航的模块化非策略深度强化学习框架
errDRONES
IF4.8
err2024-04-27
err1
errOAAI
errAlmahamid, Fadi; Grolinger, Katarina
err分享
err收藏
Performance Analysis of Dilated One-to-Many U-Net Model for Medical Image Segmentation用于医学图像分割的扩张一对多u-net模型的性能分析
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errChenarlogh, Vahid Ashkani; Hassanpour, Arman; Grolinger, Katarina; Parsa, Vijay
err分享
err收藏
Federated Learning for Sentiment Analysis in Presence of Non-IID Data: Sensitivity of Deep Learning Models在存在非IID数据的情况下进行情感分析的联邦学习: 深度学习模型的敏感性
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errGholamiangonabadi, Davoud; Grolinger, Katarina
err分享
err收藏
Asynchronous adaptive federated learning for distributed load forecasting with smart meter data基于智能电表数据的分布式负荷预测的异步自适应联邦学习
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2023-11-01
err10
errOAAI
errFekri, Mohammad Navid; Grolinger, Katarina; Mir, Syed
err分享
err收藏
Personalized models for human activity recognition with wearable sensors: deep neural networks and signal processing使用可穿戴传感器识别人体活动的个性化模型: 深度神经网络和信号处理
errAPPLIED INTELLIGENCE
IF3.5
err2022-07-05
err25
PREAI
errGholamiangonabadi, Davoud; Grolinger, Katarina
err分享
err收藏
Distributed load forecasting using smart meter data: Federated learning with Recurrent Neural Networks使用智能电表数据进行分布式负载预测: 具有递归神经网络的联邦学习
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2022-05-01
err97
PREAI
errFekri, Mohammad Navid; Grolinger, Katarina; Mir, Syed
err分享
err收藏
Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network基于智能电表数据的深度学习负荷预测: 在线自适应递归神经网络
errAPPLIED ENERGY
IF11
err2021-01-01
err178
PREAI
errFekri, Mohammad Navid; Patel, Harsh; Grolinger, Katarina; Sharma, Vinay
err分享
err收藏

研究方向

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合作学者
合作期刊
C
Christopher M. Schlachta
H 指数: 45 · 论文数: 199
G
Girma Bitsuamlak
H 指数: 37 · 论文数: 173
M
Mauro C. C. Ribeiro
H 指数: 36 · 论文数: 225
A
Ayan Sadhu
H 指数: 34 · 论文数: 171
K
Kashif Ali
H 指数: 29 · 论文数: 162
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