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Generic wavelet-based image decomposition and reconstruction framework for multi-modal data analysis in smart camera applications

IET computer vision, 2020-10, Vol.14 (7), p.471-479

2020

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An Overview of Data Integration in Neuroscience With Focus on Alzheimer's Disease

IEEE journal of biomedical and health informatics, 2024-04, Vol.28 (4), p.1824-1835

2024

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Table Tennis Tutor: Forehand Strokes Classification Based on Multimodal Data and Neural Networks

Sensors (Basel, Switzerland), 2021-04, Vol.21 (9), p.3121

2021

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Measuring self-regulated learning and the role of AI: Five years of research using multimodal multichannel data

Computers in human behavior, 2023-02, Vol.139, p.107540, Article 107540

2023

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Multimodal data as a means to understand the learning experience

International journal of information management, 2019-10, Vol.48, p.108-119

2019

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CMIM: Cross-Modal Information Maximization For Medical Imaging

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.1190-1194

2021

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A Simple Analysis of Multimodal Data Fusion

2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2020, p.1472-1475

2020

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Ultra-stable and self-healing coordinated collagen-based multifunctional double-network organohydrogel e-skin for multimodal sensing monitoring of strain-resistance, bioelectrode, and self-powered triboelectric nanogenerator

Chemical engineering journal (Lausanne, Switzerland : 1996), 2023-10, Vol.474, p.145780, Article 145780

2023

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Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation

Information fusion, 2020-12, Vol.64, p.149-187

2020

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Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

NeuroImage (Orlando, Fla.), 2014-11, Vol.101, p.569-582

2014

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Sentiment Analysis: Comprehensive Reviews, Recent Advances, and Open Challenges

IEEE transaction on neural networks and learning systems, 2023-07, Vol.PP, p.1-21

2023

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Multimodal sentiment analysis based on fusion methods: A survey

Information fusion, 2023-07, Vol.95, p.306-325

2023

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EmbraceNet: A robust deep learning architecture for multimodal classification

Information fusion, 2019-11, Vol.51, p.259-270

2019

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Cross-modal Graph Knowledge Representation and Distillation Learning for Land Cover Classification

IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1

2023

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MGEED: A Multimodal Genuine Emotion and Expression Detection Database

IEEE transactions on affective computing, 2024-04, Vol.15 (2), p.606-619

2024

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Driver state estimation by convolutional neural network using multimodal sensor data

Electronics letters, 2016-08, Vol.52 (17), p.1495-1497

2016

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Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble

Neurocomputing (Amsterdam), 2021-07, Vol.444, p.226-243

2021

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FDIA localization and classification detection in smart grids using multi-modal data and deep learning technique

Computers & electrical engineering, 2024-11, Vol.119, p.109572, Article 109572

2024

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Exploring Multimodal Multiscale Features for Sentiment Analysis Using Fuzzy-Deep Neural Network Learning

IEEE transactions on fuzzy systems, 2024-06, p.1-15

2024

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Large-Scale Cross-Modality Search via Collective Matrix Factorization Hashing

IEEE transactions on image processing, 2016-11, Vol.25 (11), p.5427-5440

2016

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HAN, image captioning, and forensics ensemble multimodal fake news detection

Information sciences, 2021-08, Vol.567, p.23-41

2021

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Models and Algorithms for Multimodal Data Processing

WSEAS Transactions On Information Science And Applications, 2023-03, Vol.20, p.87-97

Boyko, Nataliya

2023

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A review on multimodal medical image fusion: Compendious analysis of medical modalities, multimodal databases, fusion techniques and quality metrics

Computers in biology and medicine, 2022-05, Vol.144, p.105253-105253, Article 105253

2022

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The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0

Procedia CIRP, 2017, Vol.61, p.335-340

2017

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Aero-engine remaining useful life prediction method with self-adaptive multimodal data fusion and cluster-ensemble transfer regression

Reliability engineering & system safety, 2023-06, Vol.234, p.109151, Article 109151

2023

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Generic wavelet-based image decomposition and reconstruction framework for multi-modal data analysis in smart camera applications

An Overview of Data Integration in Neuroscience With Focus on Alzheimer's Disease

Table Tennis Tutor: Forehand Strokes Classification Based on Multimodal Data and Neural Networks

Measuring self-regulated learning and the role of AI: Five years of research using multimodal multichannel data

Multimodal data as a means to understand the learning experience

CMIM: Cross-Modal Information Maximization For Medical Imaging

A Simple Analysis of Multimodal Data Fusion

Ultra-stable and self-healing coordinated collagen-based multifunctional double-network organohydrogel e-skin for multimodal sensing monitoring of strain-resistance, bioelectrode, and self-powered triboelectric nanogenerator

Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

Sentiment Analysis: Comprehensive Reviews, Recent Advances, and Open Challenges

Multimodal sentiment analysis based on fusion methods: A survey

EmbraceNet: A robust deep learning architecture for multimodal classification

Cross-modal Graph Knowledge Representation and Distillation Learning for Land Cover Classification

MGEED: A Multimodal Genuine Emotion and Expression Detection Database

Driver state estimation by convolutional neural network using multimodal sensor data

Human activity recognition based on smartphone and wearable sensors using multiscale DCNN ensemble

FDIA localization and classification detection in smart grids using multi-modal data and deep learning technique

Exploring Multimodal Multiscale Features for Sentiment Analysis Using Fuzzy-Deep Neural Network Learning

Large-Scale Cross-Modality Search via Collective Matrix Factorization Hashing

HAN, image captioning, and forensics ensemble multimodal fake news detection

Models and Algorithms for Multimodal Data Processing

A review on multimodal medical image fusion: Compendious analysis of medical modalities, multimodal databases, fusion techniques and quality metrics

The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0

Aero-engine remaining useful life prediction method with self-adaptive multimodal data fusion and cluster-ensemble transfer regression

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