Hybrid SOM based cross-modal retrieval exploiting Hebbian learning

Multi-scale Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for unsupervised intrusion detection

(2021) Yang Chen et al.   KNOWLEDGE-BASED SYSTEMS

Learning Shared Semantic Space with Correlation Alignment for Cross-Modal Event Retrieval

(2020) Zhenguo Yang et al.   ACM Transactions on Multimedia Computing Communications and Applications

Coronary Heart Disease Diagnosis Through Self-Organizing Map and Fuzzy Support Vector Machine with Incremental Updates

(2020) Mehrbakhsh Nilashi et al.   International Journal of Fuzzy Systems

Deep learning based image classification for intestinal hemorrhage

(2020) Husanbir Singh Pannu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Combination subspace graph learning for cross-modal retrieval

(2020) Gongwen Xu et al.   Alexandria Engineering Journal

A comparative study of human facial age estimation: handcrafted features vs. deep features

(2020) SE. Bekhouche et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Modality-specific and shared generative adversarial network for cross-modal retrieval

(2020) Fei Wu et al.   PATTERN RECOGNITION

Personalized mental stress detection with self-organizing map: From laboratory to the field

(2020) Jaakko Tervonen et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Public discourse and sentiment during the COVID 19 pandemic: Using Latent Dirichlet Allocation for topic modeling on Twitter

(2020) Jia Xue et al.   PLoS One

Plant disease recognition using fractional-order Zernike moments and SVM classifier

(2019) Parminder Kaur et al.   NEURAL COMPUTING & APPLICATIONS

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Hybrid representation learning for cross-modal retrieval

(2019) Wenming Cao et al.   NEUROCOMPUTING

Multimodal adversarial network for cross-modal retrieval

(2019) Peng Hu et al.   KNOWLEDGE-BASED SYSTEMS

Multi-modal graph regularization based class center discriminant analysis for cross modal retrieval

(2019) Meijia Zhang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Multimodal Multiclass Boosting and its Application to Cross-modal Retrieval

(2019) Shixun Wang et al.   NEUROCOMPUTING

Adversarial cross-modal retrieval based on dictionary learning

(2019) Fei Shang et al.   NEUROCOMPUTING

Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval

(2019) Xing Xu et al.   IEEE Transactions on Cybernetics

MMDF-LDA: An improved Multi-Modal Latent Dirichlet Allocation model for social image annotation

(2018) Liu Zheng et al.   EXPERT SYSTEMS WITH APPLICATIONS

Coupled feature selection based semi-supervised modality-dependent cross-modal retrieval

(2018) En Yu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Cross-media retrieval with collective deep semantic learning

(2018) Bin Zhang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Semantically-enhanced kernel canonical correlation analysis: a multi-label cross-modal retrieval

(2018) Yuhua Jia et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An Automatic Tamil Speech Recognition system by using Bidirectional Recurrent Neural Network with Self-Organizing Map

(2018) S. Lokesh et al.   NEURAL COMPUTING & APPLICATIONS

Subspace learning by kernel dependence maximization for cross-modal retrieval

(2018) Meixiang Xu et al.   NEUROCOMPUTING

Weakly-paired deep dictionary learning for cross-modal retrieval

(2018) Huaping Liu et al.   PATTERN RECOGNITION LETTERS

Deep adversarial metric learning for cross-modal retrieval

(2018) Xing Xu et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Task-Dependent and Query-Dependent Subspace Learning for Cross-Modal Retrieval

(2018) Li Wang et al.   IEEE Access

Covariate Conscious Approach for Gait Recognition Based Upon Zernike Moment Invariants

(2018) Himanshu Aggarwal et al.   IEEE Transactions on Cognitive and Developmental Systems

Multi-class joint subspace learning for cross-modal retrieval

(2018) En Yu et al.   PATTERN RECOGNITION LETTERS

Supervised graph regularization based cross media retrieval with intra and inter-class correlation

(2018) Meijia Zhang et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Cross-media retrieval based on linear discriminant analysis

(2018) Yudan Qi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey

(2018) Hamed Jelodar et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Learning to rank with relational graph and pointwise constraint for cross-modal retrieval

(2018) Qingzhen Xu et al.   SOFT COMPUTING

Multi-modal semantic autoencoder for cross-modal retrieval

(2018) Yiling Wu et al.   NEUROCOMPUTING

Classification of damages in composite images using Zernike moments and support vector machines

(2018) A.R. Jac Fredo et al.   COMPOSITES PART B-ENGINEERING

Automatic fish species classification in underwater videos: exploiting pre-trained deep neural network models to compensate for limited labelled data

(2017) Shoaib Ahmed Siddiqui et al.   ICES JOURNAL OF MARINE SCIENCE

Enhancing the applicability of Kohonen Self-Organizing Map (KSOM) estimator for gap-filling in hydrometeorological timeseries data

(2017) Trushnamayee Nanda et al.   JOURNAL OF HYDROLOGY

Semi-supervised modality-dependent cross-media retrieval

(2017) Xiao Dong et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Joint graph regularization based modality-dependent cross-media retrieval

(2017) Jihong Yan et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Zernike Moments-Based Gurumukhi Character Recognition

(2016) Ashutosh Aggarwal et al.   APPLIED ARTIFICIAL INTELLIGENCE

Unsupervised multi-graph cross-modal hashing for large-scale multimedia retrieval

(2016) Liang Xie et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep canonical correlation analysis with progressive and hypergraph learning for cross-modal retrieval

(2016) Jie Shao et al.   NEUROCOMPUTING

On the Use of Self-Organizing Map for Text Clustering in Engineering Change Process Analysis: A Case Study

(2016) Massimo Pacella et al.   Computational Intelligence and Neuroscience

A Cross-Modal Approach for Extracting Semantic Relationships Between Concepts Using Tagged Images

(2014) Marie Katsurai et al.   IEEE TRANSACTIONS ON MULTIMEDIA

On the Role of Correlation and Abstraction in Cross-Modal Multimedia Retrieval

(2013) Jose Costa Pereira et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Essentials of the self-organizing map

(2012) Teuvo Kohonen   NEURAL NETWORKS

Learning the Relative Importance of Objects from Tagged Images for Retrieval and Cross-Modal Search

(2011) Sung Ju Hwang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION