Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles Feb 22, 2023 Bayesian Optimization Diversity
— Unverified 00 Hierarchical Fisher Kernels for Longitudinal Data Dec 1, 2008 General Classification Time Series
— Unverified 00 Hierarchical Multimodal LLMs with Semantic Space Alignment for Enhanced Time Series Classification Oct 24, 2024 Text Generation Time Series
— Unverified 00 HIERVAR: A Hierarchical Feature Selection Method for Time Series Analysis Jul 22, 2024 feature selection Time Series
— Unverified 00 Higher-order Motif-based Time Series Classification for Forced Oscillation Source Location in Power Grids Jun 23, 2023 Time Series Time Series Classification
— Unverified 00 Highly comparative feature-based time-series classification Jan 15, 2014 Classification Dimensionality Reduction
— Unverified 00 IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance Oct 14, 2021 Classification Data Augmentation
— Unverified 00 IdentiARAT: Toward Automated Identification of Individual ARAT Items from Wearable Sensors Apr 17, 2025 Classification Time Series Classification
— Unverified 00 Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier Mar 2, 2020 General Classification Time Series
— Unverified 00 Image Processing Tools for Financial Time Series Classification Aug 13, 2020 BIG-bench Machine Learning Classification
— Unverified 00 Image Transformation for IoT Time-Series Data: A Review Nov 21, 2023 Time Series Time Series Classification
— Unverified 00 Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks May 13, 2022 Data Augmentation Time Series
— Unverified 00 Improving performance of heart rate time series classification by grouping subjects Nov 22, 2023 Classification General Classification
— Unverified 00 Improving Time Series Classification Algorithms Using Octave-Convolutional Layers Sep 28, 2021 Classification Time Series
— Unverified 00 Improving Time Series Classification with Representation Soft Label Smoothing Aug 30, 2024 Time Series Time Series Classification
— Unverified 00 Improving Transformers using Faithful Positional Encoding May 15, 2024 Time Series Time Series Classification
— Unverified 00 Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique Jan 14, 2022 Decoder Imputation
— Unverified 00 InceptionTime vs. Wavelet -- A comparison for time series classification Mar 27, 2024 Classification Time Series
— Unverified 00 In-situ animal behavior classification using knowledge distillation and fixed-point quantization Sep 9, 2022 Classification Knowledge Distillation
— Unverified 00 Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments May 3, 2025 Contrastive Learning Time Series
— Unverified 00 Interactive Counterfactual Generation for Univariate Time Series Aug 20, 2024 counterfactual Time Series
— Unverified 00 Interval-Valued Time Series Classification Using D_K-Distance Apr 7, 2025 Classification Econometrics
— Unverified 00 Invariant Factorization Of Time-Series Dec 23, 2013 Time Series Time Series Analysis
— Unverified 00 Long Short-Term Memory Neural Networks for False Information Attack Detection in Software-Defined In-Vehicle Network Jun 24, 2019 Anomaly Detection Time Series
— Unverified 00 Investigating Temporal Convolutional Neural Networks for Satellite Image Time Series Classification: A survey Apr 13, 2022 Time Series Time Series Analysis
— Unverified 00 KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification Dec 4, 2021 Knowledge Distillation Time Series
— Unverified 00 Kernels for time series with irregularly-spaced multivariate observations Apr 18, 2020 Time Series Time Series Analysis
— Unverified 00 Knowledge Extraction with Interval Temporal Logic Decision Trees May 26, 2023 Classification Time Series
— Unverified 00 Large Language Models are Few-shot Multivariate Time Series Classifiers Jan 30, 2025 Representation Learning Time Series
— Unverified 00 LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification Jan 12, 2023 Classification Dynamic Time Warping
— Unverified 00 Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain May 13, 2025 Time Series Classification
— Unverified 00 Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation Apr 21, 2025 Domain Adaptation Source-Free Domain Adaptation
— Unverified 00 Learning under Temporal Label Noise Feb 6, 2024 Time Series Time Series Classification
— Unverified 00 Learning representations for multivariate time series with missing data using Temporal Kernelized Autoencoders May 9, 2018 Dimensionality Reduction General Classification
— Unverified 00 Learning Through Limited Self-Supervision: Improving Time-Series Classification Without Additional Data via Auxiliary Tasks Sep 25, 2019 Time Series Time Series Analysis
— Unverified 00 Less is more: Selecting the right benchmarking set of data for time series classification Sep 29, 2021 Benchmarking Time Series
— Unverified 00 LETS-C: Leveraging Text Embedding for Time Series Classification Jul 9, 2024 Classification Language Modeling
— Unverified 00 LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning Jul 25, 2022 Attribute EEG
— Unverified 00 Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models Apr 25, 2017 Change Point Detection Classification
— Unverified 00 LLM-ABBA: Understanding time series via symbolic approximation Nov 27, 2024 Time Series Time Series Classification
— Unverified 00 LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data Mar 8, 2022 Activity Recognition Federated Learning
— Unverified 00 Machine Learning-based Positioning using Multivariate Time Series Classification for Factory Environments Aug 22, 2023 Time Series Time Series Classification
— Unverified 00 MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme Sep 13, 2023 Causal Inference Time Series
— Unverified 00 Measuring Pre-training Data Quality without Labels for Time Series Foundation Models Dec 9, 2024 Contrastive Learning Time Series
— Unverified 00 Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis Mar 28, 2019 Computational Efficiency General Classification
— Unverified 00 Merchant Category Identification Using Credit Card Transactions Nov 5, 2020 Time Series Time Series Analysis
— Unverified 00 Merging Subject Matter Expertise and Deep Convolutional Neural Network for State-Based Online Machine-Part Interaction Classification Dec 8, 2021 Change Point Detection Classification
— Unverified 00 Meta-Learning for Few-Shot Time Series Classification Sep 13, 2019 Activity Recognition Classification
— Unverified 00 Methods for Mapping Forest Disturbance and Degradation from Optical Earth Observation Data: a Review Jan 10, 2017 Change Detection Earth Observation
— Unverified 00 MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers Oct 27, 2023 Hardware Aware Neural Architecture Search Neural Architecture Search
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