Sökresultat - "Multivariate time series classification"

Detection of Major Depressive Disorder Using EEG Multifeature Fusion

Paresh Kowli, V., Padole, H.P.

EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction

Vural, Onur, Hamdi, Shah Muhammad, Filali Boubrahimi, Soukaina

2024 IEEE International Conference on Big Data (BigData)

DRLFailureMonitor: A Dynamic Failure Monitoring Approach for Deep Reinforcement Learning System

Cai, Yi, Wan, Xiaohui, Liu, Zhihao, Zheng, Zheng

2024 IEEE 35th International Symposium on Software Reliability Engineering (ISSRE)

Transformer Based Parkinson's Disease Classification from Hand Tremor Signal

Atceken, Murat, Hanoglu, Lutfu, Bitirgen, Mehmet Ersin, Gunturk, Bahadir K., Ozseker, Ibrahim

2024 9th International Conference on Computer Science and Engineering (UBMK)

Multi-Patching: Life-Log Classification with the Reconstructed Representation of Multivariate Time Series

Lee, Jaehyeon, Yu, Sunwoo, Kim, Daewon, Choi, Kiwon

2024 15th International Conference on Information and Communication Technology Convergence (ICTC)

Activity Recognition Based on Accelerometer Data with Enhanced ROCKET Algorithm

Buza, Krisztian

2024 IEEE 18th International Symposium on Applied Computational Intelligence and Informatics (SACI)

DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification

Xiao, Z., Xu, X., Xing, H., Zhao, B., Wang, X., Song, F., Qu, R., Feng, L.

ECNet: Network Based on Encoder With Local Convolutional Attention and Cross Layer Information Fusion for Natural Gas Pipeline Leakage Detection

Wang, X., Wang, T., Bi, H., Jiang, C., Yan, W., Li, P., Li, J.

Densely Knowledge-Aware Network for Multivariate Time Series Classification

Xiao, Z., Xing, H., Qu, R., Feng, L., Luo, S., Dai, P., Zhao, B., Dai, Y.

Multi-Modal Recurrent Model for Timeseries Classification: A Use Case on Failure Prediction in Oil Wells with Rod Lift System

Angulo, David Esneyder Bello, Guzman, Elizabeth Leon

2023 International Conference on Electrical, Communication and Computer Engineering (ICECCE)

Interpretable Solar Flare Prediction with Sliding Window Multivariate Time Series Forests

Ji, Anli, Aydin, Berkay

2023 IEEE International Conference on Big Data (BigData)

Multivariate Time Series Classification Based on Multi-Channel Representation Model and Broad Learning System

Tang, Jiani, Wang, Degang

2023 International Conference on New Trends in Computational Intelligence (NTCI)

Active Region-Based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers

Ji, Anli, Aydin, Berkay

2023 IEEE 5th International Conference on Cognitive Machine Intelligence (CogMI)

Feature Selection-Based Multiview Concentration for Multivariate Time Series Classification and Its Application

He, C., Huo, X., Zhu, C., Chen, S.

Enhancing Multivariate Time Series Classifiers Through Self-Attention and Relative Positioning Infusion

Abbasi, M., Saeedi, P.

Design of an Integrated Myocardial Infarction Detection Model Using ECG Connectivity Features and Multivariate Time Series Classification

Jain, P., Deshmukh, A., Padole, H.

An Initial Step Towards Stable Explanations for Multivariate Time Series Classifiers with LIME

Meng, Han, Wagner, Christian, Triguero, Isaac

2023 IEEE International Conference on Fuzzy Systems (FUZZ)

3T-Net: Transformer Encoders for Destination Prediction

Zhang, Jing, Nikovski, Daniel, Kojima, Takuro

2023 42nd Chinese Control Conference (CCC)

Semi-supervised Multivariate Time Series Classification by Subsample Correlation Prediction

Su, Yun

2023 IEEE Symposium on Computers and Communications (ISCC)

Predicting Dyskinetic Events Through Verified Multivariate Time Series Classification

Bergami, Giacomo^Aff13, Packer, Emma^Aff14, Scott, Kirsty^Aff14, Del Din, Silvia^{Aff14, Aff15}

Goos, Gerhard, Series Editor^Aff1, Hartmanis, Juris, Founding Editor^Aff2, Bertino, Elisa, Editorial Board Member^Aff3, Gao, Wen, Editorial Board Member^Aff4, Steffen, Bernhard, Editorial Board Member^Aff5, Yung, Moti, Editorial Board Member^Aff6, Chbeir, Richard, editor^Aff7, Ilarri, Sergio, editor^Aff8, Manolopoulos, Yannis, editor^Aff9, Revesz, Peter Z., editor^Aff10, Bernardino, Jorge, editor^Aff11, Leung, Carson K., editor^Aff12