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Frédéric Li

German Research Center for Artificial Intelligence

13H指数
35论文数
770被引数
收录论文 15
发表时间
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Weakly-Supervised Detection of Facial Motor Tics in Video Data Using Score-Driven Top-k Multiple Instance Learning基于分数驱动的Top-k多重实例学习对视频数据中面部运动性抽搐的弱监督检测
errJournal of Healthcare Informatics Research
IF3.7
err2026-07-30
err0
errOAAI
errNele Sophie Brügge; Frédéric Li; Ronja Schappert; Gesine Marie Sallandt; Christian Beste; Sebastian Fudickar; Marcin Grzegorzek; Alexander Münchau; Heinz Handels
err分享
err收藏
A machine learning study highlighting the challenges of fidgety movement recognition using vision and inertial sensors一项机器学习研究，重点介绍了使用视觉和惯性传感器进行烦躁运动识别的挑战。
errScientific Reports
IF3.9
err2026-01-05
err0
errOAAI
errFalco Lentzsch; Frédéric Li; Friederike Pagel; Margot Lau; Andrea Kock; Hanna Marie Röhling; Anne Stein; Maciej Baranowski; Marco Maass; Hannes Hölzl; Sebastian Glende; Sebastian Mansow-Model; Ute Thyen; Marcin Grzegorzek
err分享
err收藏
Predicting executive functioning from walking features in Parkinson's disease using machine learning使用机器学习从帕金森病的步行特征预测执行功能
errSCIENTIFIC REPORTS
IF3.9
err2024-11-27
err0
errOAAI
errPiet, Artur; Geritz, Johanna; Garcia, Pascal; Irsfeld, Mona; Li, Frederic; Huang, Xinyu; Irshad, Muhammad Tausif; Welzel, Julius; Hansen, Clint; Maetzler, Walter; Grzegorzek, Marcin; Bunzeck, Nico
err分享
err收藏
Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data基于情感数据的迁移学习方法增强的基于可穿戴的人流体验识别
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-11-01
err7
errOAAI
errIrshad, Muhammad Tausif; Li, Frederic; Nisar, Muhammad Adeel; Huang, Xinyu; Buss, Martje; Kloep, Leonie; Peifer, Corinna; Kozusznik, Barbara; Pollak, Anita; Pyszka, Adrian; Flak, Olaf; Grzegorzek, Marcin
err分享
err收藏
Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks
errSENSORS
IF3.5
err2023-06-13
err4
errOAAI
errDoniec, Rafal; Konior, Justyna; Siecinski, Szymon; Piet, Artur; Irshad, Muhammad Tausif; Piaseczna, Natalia; Hasan, Md Abid; Li, Frederic; Nisar, Muhammad Adeel; Grzegorzek, Marcin
err分享
err收藏
Automated Motor Tic Detection: A Machine Learning Approach
errMOVEMENT DISORDERS
IF7.6
err2023-05-11
err8
errOAAI
errBruegge, Nele Sophie; Sallandt, Gesine Marie; Schappert, Ronja; Li, Frederic; Siekmann, Alina; Grzegorzek, Marcin; Baeumer, Tobias; Frings, Christian; Beste, Christian; Stenger, Roland; Roessner, Veit; Fudickar, Sebastian; Handels, Heinz; Muenchau, Alexander
err分享
err收藏
Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition疼痛研究中的可解释人工智能 (XAI): 了解皮肤电活动在自动疼痛识别中的作用
errSENSORS
IF3.5
err2023-02-09
err8
errOAAI
errGouverneur, Philip; Li, Frederic; Shirahama, Kimiaki; Luebke, Luisa; Adamczyk, Waclaw M.; Szikszay, Tibor M. M.; Luedtke, Kerstin; Grzegorzek, Marcin
err分享
err收藏
Embedding-Based Music Emotion Recognition Using Composite Loss
errIEEE ACCESS
IF3.6
err2023-01-01
err2
errOAAI
errTakashima, Naoki; Li, Frederic; Grzegorzek, Marcin; Shirahama, Kimiaki
err分享
err收藏
SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable SensorsSenseHunger: 使用可穿戴传感器进行饥饿检测的机器学习方法
errSENSORS
IF3.5
err2022-10-11
err16
errOAAI
errIrshad, Muhammad Tausif; Nisar, Muhammad Adeel; Huang, Xinyu; Hartz, Jana; Flak, Olaf; Li, Frederic; Gouverneur, Philip; Piet, Artur; Oltmanns, Kerstin M.; Grzegorzek, Marcin
err分享
err收藏
A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars
errSENSORS
IF3.5
err2022-05-10
err16
errOAAI
errPour, Hawzhin Hozhabr; Li, Frederic; Wegmeth, Lukas; Trense, Christian; Doniec, Rafal; Grzegorzek, Marcin; Wismueller, Roland
err分享
err收藏
Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain Recognition
errSENSORS
IF3.5
err2021-07-15
err23
errOAAI
errGouverneur, Philip; Li, Frederic; Adamczyk, Waclaw M.; Szikszay, Tibor M.; Luedtke, Kerstin; Grzegorzek, Marcin
err分享
err收藏
Sleep stage classification for child patients using DeConvolutional Neural Network
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2020-11-01
err22
PREAI
errHuang, Xinyu; Shirahama, Kimiaki; Li, Frederic; Grzegorzek, Marcin
err分享
err收藏
Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification
errSENSORS
IF3.5
err2020-07-31
err41
errOAAI
errLi, Frederic; Shirahama, Kimiaki; Nisar, Muhammad Adeel; Huang, Xinyu; Grzegorzek, Marcin
err分享
err收藏
Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition基于秩池的可穿戴传感器ADLs识别方法
errSENSORS
IF3.5
err2020-06-19
err19
errOAAI
errNisar, Muhammad Adeel; Shirahama, Kimiaki; Li, Frederic; Huang, Xinyu; Grzegorzek, Marcin
err分享
err收藏
Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors
errSENSORS
IF3.5
err2018-02-24
err197
errOAAI
errLi, Frederic; Shirahama, Kimiaki; Nisar, Muhammad Adeel; Koeping, Lukas; Grzegorzek, Marcin
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
W
Walter Maetzler
H 指数: 78 · 论文数: 606
A
Alexander Münchau
H 指数: 75 · 论文数: 597
C
Christian Beste
H 指数: 67 · 论文数: 655
V
Veit Roessner
H 指数: 64 · 论文数: 526
C
Christian Frings
H 指数: 41 · 论文数: 434
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