Výsledky vyhledávání - "Self-Organizing Map algorithm"

Adaptive cross-site scripting attack detection framework for smart devices security using intelligent filters and attack ontology Autor Chaudhary, Pooja, Gupta, B. B., Singh, A. K.

“…Smart devices are equipped with technology that facilitates communication among devices connected via the Internet. These devices are shipped with a user…”
Získat plný text

Improved SOM algorithm for damage characterization based on visual sensing Autor Zhu, Hongtao, Guo, Shuyun

“…In the field of concrete structure health monitoring, accurately and swiftly identifying damage characteristics stands as a pivotal task. To enhance the…”
Získat plný text

Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things Autor Christopher, Vivek, Aathman, Tharmasanthiran, Mahendrakumaran, Kayathiri, Nawaratne, Rashmika, De Silva, Daswin, Nanayakkara, Vishaka, Alahakoon, Damminda

“…The Internet of Things (IoT) has rapidly transformed digital environments across a multitude of domains with increased connectivity and pervasive…”
Získat plný text

High genetic differentiation of grapevine rootstock varieties determined by molecular markers and artificial neural networks Autor Costa, Marcia Oliveira, Capel, Livia Santos, Maldonado, Carlos, Mora, Freddy, Mangolin, Claudete Aparecida, Machado, Maria de Fátima Pires da Silva

“…The genetic differentiation of grapevine rootstock varieties was inferred by the Artificial Neural Network approach based on the Self-Organizing Map algorithm…”
Získat plný text

A new outlier detection base on the self-organizing map algorithm Autor Feng Xiangdong, Li Yueshan, Ma Zhiyuan

“…This article applies the method of artificial neural networks in the outlier detection, and gives one kind of new outlier detection method. According to the…”
Získat plný text

Features Modeling of Oil Sands Reservoirs in Metric Space Autor Lim, J., Jin, J., Choe, J.

“…Uncertainty in oil sands reservoirs can be quantified by generating multiple realizations using geostatistical methods. However, it requires huge computing…”
Získat plný text

Pockets Full of Memories: an interactive museum installation Autor Legrady, George

“…Conceived as an installation on the topic of the archive and memory, Pockets Full of Memories was exhibited on the main floor of the Centre Pompidou National…”
Získat plný text

vNMF: Distributed fault detection using clustering approach for network function virtualization Autor Miyazawa, Masanori, Hayashi, Michiaki, Stadler, Rolf

“…Network function virtualization introduces additional complexity for network management through the use of virtualization environments. The amount of managed…”
Získat plný text

ART neural network based clustering method produces best quality clusters of fingerprints in comparison to Self Organizing Map and K-Means Clustering Algorithms Autor Gour, B., Bandopadhyaya, T.K., Sharma, S.

“…In this paper, we present and compare three clustering approaches which group fingerprints according to its minutiae points locations. The best technique for…”
Získat plný text

Fingerprint Clustering and its Application to Generate Class Code Using ART Neural Network Autor Gour, B., Bandopadhyaya, T.K., Sharma, S.

“…In this paper, we present a novel approach to group fingerprints according to its minutiae point's locations. Our technique for grouping fingerprints is based…”
Získat plný text

Validation of two hybrid approaches for clustering age-related groups based on gait kinematics data Autor Caldas, Rafael, Sarai, Rebeca, Buarque de Lima Neto, Fernando, Markert, Bernd

“…•The hybrid approaches presented a similar performance, overpowering the FCM algorithm.•The SOM + KM is recommended for demanding less computational resources…”
Získat plný text

Mapping between different kinematic structures without absolute positioning during operation Autor Berglund, E., Iliev, B., Palm, R., Krug, R., Charusta, K., Dimitrov, D.

“…When creating datasets for modelling of human skills based on training examples from human motion, one can encounter the problem that the kinematics of the…”
Získat plný text

Intelligent Monitoring Scheduling in Wireless Sensor Networks Autor Rong Gang Bai, Yu Gui Qu, Bao Hua Zhao, Zhi Ting Lin, Chun Ming Yang

“…This paper describes a dynamic distributed monitoring scheduling algorithm (SOMSA) for sensor networks based on artificial neural-networks self-organizing maps…”
Získat plný text

Self Learning and its Implications for Machine Understanding Autor Dinalankara, W., De Silva, D., Alahakoon, D.

“…Contemporary machine intelligence is far from realizing prominent hallmarks of human understanding and consciousness. The primary shortcoming of current…”
Získat plný text

Mapping geology and volcanic-hosted massive sulfide alteration in the Hellyer-Mt Charter region, Tasmania, using Random Forests™ and Self-Organising Maps Autor Cracknell, M. J., Reading, A. M., McNeill, A. W.

“…The Hellyer-Mt Charter region of western Tasmania includes three known and economically significant volcanic-hosted massive sulfide (VHMS) deposits. Thick…”
Získat plný text