Search Results - Growing hierarchical self-organizing map algorithm

Visual hierarchical clustering of supply chain using growing hierarchical self-organising map algorithm by Chattopadhyay, Manojit, Sengupta, Sourav, Sahay, B.S.

“… Based on the underlying philosophy of group technology, a growing hierarchical self-organising map algorithm (GHSOM…”
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Using Fuzzy Logic Algorithms and Growing Hierarchical Self-Organizing Maps to Define Efficient Security Inspection Strategies in a Container Terminal by Morales, Leonela, Onieva, Luis, Pérez, Ventura, Cortés, Pablo

“…), and the second strategy is based on the growing hierarchical…”
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A new outlier detection base on the self-organizing map algorithm by Feng Xiangdong, Li Yueshan, Ma Zhiyuan

“… According to the thoughts of the GHSOM algorithm and the GHTSOM algorithm, we make the improvement to the SOM algorithm…”
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A novel Intrusion Detection System for Vehicular Ad Hoc Networks (VANETs) based on differences of traffic flow and position by Liang, Junwei, Chen, Jianyong, Zhu, Yingying, Yu, Richard

“… It mainly contains a novel feature extraction algorithm and a classifier based on an improved growing hierarchical…”
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Spark-GHSOM: Growing Hierarchical Self-Organizing Map for large scale mixed attribute datasets by Malondkar, Ameya, Corizzo, Roberto, Kiringa, Iluju, Ceci, Michelangelo, Japkowicz, Nathalie

“…The Growing Hierarchical Self-Organizing Map (GHSOM) algorithm has shown its potential for performing several tasks such as exploratory analysis, anomaly…”
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Satellite-based precipitation estimation using watershed segmentation and growing hierarchical self-organizing map by Hong, Y., Chiang, Y.-M., Liu, Y., Hsu, K.-L., Sorooshian, S.

“… Second, a novel pattern recognition technique, growing hierarchical self-organizing map (GHSOM…”
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Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition by Nawaratne, Rashmika, Alahakoon, Damminda, De Silva, Daswin, Kumara, Harsha, Yu, Xinghuo

“…The rapid growth in autonomous industrial environments has increased the need for intelligent video surveillance. As a predominant element of video…”
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Genetic risks of Alzheimer’s by APOE and MAPT on cortical morphology in young healthy adults by Huang, Weijie, Zeng, Jianmin, Jia, Lina, Zhu, Dajiang, O’Brien, John, Ritchie, Craig, Shu, Ni, Su, Li

“…Abstract Genetic risk factors such as APOE ε4 and MAPT (rs242557) A allele are associated with amyloid and tau pathways and grey matter changes at both early…”
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Malware Family Characterization with Recurrent Neural Network and GHSOM Using System Calls by Hsiao, Shun-Wen, Yu, Fang

“… with a novel sequence-aware encoding method. Particularly, a hybrid GHSOM (the Growing Hierarchical Self-Organizing Map…”
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Growing hierarchical self-organizing map computation approach for clustering in cellular manufacturing by Chattopadhyay, Manojit, Das, Nityananda, Dan, Pranab K., Mazumdar, Sitanath

“… We propose a novel cell formation approach, namely the growing hierarchical self-organizing map (GHSOM…”
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Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps by Gunawardena, Pawara, Amila, Oshada, Sudarshana, Heshan, Nawaratne, Rashmika, Luhach, Ashish Kr, Alahakoon, Damminda, Perera, Amal Shehan, Chitraranjan, Charith, Chilamkurti, Naveen, De Silva, Daswin

“…Video has rapidly become one of the most common sources of visual information transfer. The number of videos uploaded to YouTube in a single day is estimated…”
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Biologically Inspired Self-Organizing Computational Model to Mimic Infant Learning by Santhanaraj, Karthik, Devaraj, Dinakaran, MM, Ramya, Dhanraj, Joshuva, Ramanathan, Kuppan

“… This paper introduces variants of the growing hierarchical self-organizing map (GHSOM)-based computational models for assistive robots, which constructs knowledge from unsupervised exploration-based learning…”
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The Growing Hierarchical Neural Gas Self-Organizing Neural Network by Palomo, Esteban J., Lopez-Rubio, Ezequiel

“… Despite its success, little attention has been devoted to its extension to a hierarchical model, unlike other models such as the self-organizing map, which has many hierarchical versions…”
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Comparison of visualization of optimal clustering using self-organizing map and growing hierarchical self-organizing map in cellular manufacturing system by Chattopadhyay, Manojit, Dan, Pranab K., Mazumdar, Sitanath

“…•We model visual clustering of machine-part cell formation using GHSOM model.•We examine the optimal GHSOM map that helps manager to visualize optimum cell formation…”
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Growing Hierarchical Self-Organising Representation Map (GHSORM) by Coulson, Matthew, Ferles, Christos, Winberg, Simon, Naidoo, Kevin J.

“…The Growing Hierarchical Self-Organising Representation Map (GHSORM) is a model fusing the denoising autoencoder, used to better represent a dataset…”
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Visualization of Pareto Optimal Solution Sets Using the Growing Hierarchical Self‐Organizing Maps by SUZUKI, NAOTO, OKAMOTO, TAKASHI, KOAKUTSU, SEIICHI

“… The Pareto optimal solution visualization method using the self‐organizing maps is one of promising visualization methods…”
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Bregman divergences for growing hierarchical self-organizing networks by López-Rubio, Ezequiel, Palomo, Esteban José, Domínguez, Enrique

“…Growing hierarchical self-organizing models are characterized by the flexibility of their structure, which can easily accommodate for complex input datasets…”
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Information Visualization Using Clustering and Predictive Model: Elucidating the Role of Rainfall in Tea Export by Chattopadhyay, Manojit, Pal, Debdatta

“… Firstly, an artificial intelligence-based growing hierarchical self-organising map algorithm is employed on the monthly time series of monthly frequency spreading over April 2005 to December 2013…”
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Variability analysis of Kuroshio intrusion through Luzon Strait using growing hierarchical self-organizing map by Tsui, I-Fong, Wu, Chau-Ron

“…An advanced artificial neural network classification algorithm is applied to 18 years of gridded mean geostrophic velocity multi-satellite data to study the Kuroshio intrusion into the South China Sea through the Luzon Strait…”
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Lightweight IDS for IoT Based on Counter-Propagation Networks by Baz, Mohammed

“…The ubiquitous integration of Internet of Things (IoT) networks into almost every aspect of modern life is leading to a multitude of innovative services and…”
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