Modality adaptation in multimodal data

DeepCDA: Deep Cross-Domain Compound-Protein Affinity Prediction through LSTM and Convolutional Neural Networks

(2020) Karim Abbasi et al.   BIOINFORMATICS

An unsupervised fault diagnosis method for rolling bearing using STFT and generative neural networks

(2020) Hongfeng Tao et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Robust identification for fault detection in the presence of non-Gaussian noises: application to hydraulic servo drives

(2020) Vladimir Stojanovic et al.   NONLINEAR DYNAMICS

Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation

(2020) Cheng Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Efficient Outlier Detection in Text Corpus Using Rare Frequency and Ranking

(2020) Wathsala Anupama Mohotti et al.   ACM Transactions on Knowledge Discovery from Data

Event-based fuzzy control for T-S fuzzy networked systems with various data missing

(2020) Ziran Chen et al.   NEUROCOMPUTING

Deep End-to-End One-Class Classifier

(2020) Mohammad Sabokrou et al.   IEEE Transactions on Neural Networks and Learning Systems

Asynchronous fault detection filtering for piecewise homogenous Markov jump linear systems via a dual hidden Markov model

(2020) Peng Cheng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A new hyperparameters optimization method for convolutional neural networks

(2019) Hua Cui et al.   PATTERN RECOGNITION LETTERS

MildInt: Deep Learning-Based Multimodal Longitudinal Data Integration Framework

(2019) Garam Lee et al.   Frontiers in Genetics

MSN: Modality separation networks for RGB-D scene recognition

(2019) Zhitong Xiong et al.   NEUROCOMPUTING

Deep Transferable Compound Representation across Domains and Tasks for Low Data Drug Discovery

(2019) Karim Abbasi et al.   Journal of Chemical Information and Modeling

Self-taught support vector machines

(2018) Parvin Razzaghi   KNOWLEDGE AND INFORMATION SYSTEMS

Parametric and nonparametric context models: A unified approach to scene parsing

(2018) Parvaneh Aliniya et al.   PATTERN RECOGNITION

Transfer subspace learning via low-rank and discriminative reconstruction matrix

(2018) Parvin Razzaghi et al.   KNOWLEDGE-BASED SYSTEMS

Application of cuckoo search algorithm to constrained control problem of a parallel robot platform

(2016) Vladimir Stojanovic et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Missing Modality Transfer Learning via Latent Low-Rank Constraint

(2015) Zhengming Ding et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multimodal Deep Autoencoder for Human Pose Recovery

(2015) Chaoqun Hong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Nature Inspired Parameter Tuning Approach to Cascade Control for Hydraulically Driven Parallel Robot Platform

(2015) Vladimir Stojanovic et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion Recognition

(2014)   IEEE SIGNAL PROCESSING LETTERS

Image retargeting using nonparametric semantic segmentation

(2014) Parvin Razzaghi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Domain Adaptation via Transfer Component Analysis

(2010) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS