An entropy-based initialization method of K-means clustering on the optimal number of clusters (English)
- New search for: Chowdhury, Kuntal
- New search for: Chaudhuri, Debasis
- New search for: Pal, Arup Kumar
- New search for: Chowdhury, Kuntal
- New search for: Chaudhuri, Debasis
- New search for: Pal, Arup Kumar
In:
Neural Computing and Applications
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33
, 12
; 6965-6982
;
2020
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ISSN:
- Article (Journal) / Electronic Resource
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Title:An entropy-based initialization method of K-means clustering on the optimal number of clusters
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Contributors:
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Published in:Neural Computing and Applications ; 33, 12 ; 6965-6982
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Publisher:
- New search for: Springer London
- New search for: Springer
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Place of publication:London
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Publication date:2020
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ISSN:
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ZDBID:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
- New search for: 54.72
- Further information on Basic classification
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Keywords:
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Classification:
BKL: 54.72 Künstliche Intelligenz -
Source:
Table of contents – Volume 33, Issue 12
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 6405
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Multiple ACO-based method for solving dynamic MSMD traffic routing problem in connected vehiclesNguyen, Tri-Hai / Jung, Jason J. et al. | 2020
- 6415
-
Spatiotemporal dynamic of a coupled neutral-type neural network with time delay and diffusionHu, Wenjie / Qiao, Xing / Dong, Tao et al. | 2020
- 6427
-
Three-dimensional CNN-inspired deep learning architecture for Yoga pose recognition in the real-world environmentJain, Shrajal / Rustagi, Aditya / Saurav, Sumeet / Saini, Ravi / Singh, Sanjay et al. | 2020
- 6443
-
The Mode-Fisher pooling for time complexity optimization in deep convolutional neural networksMansouri, Dou El Kefel / Kaddar, Bachir / Benkabou, Seif-Eddine / Benabdeslem, Khalid et al. | 2020
- 6467
-
Improved coral reefs optimization with adaptive $$\beta $$-hill climbing for feature selectionAhmed, Shameem / Ghosh, Kushal Kanti / Garcia-Hernandez, Laura / Abraham, Ajith / Sarkar, Ram et al. | 2020
- 6467
-
Improved coral reefs optimization with adaptive β-hill climbing for feature selectionAhmed, Shameem / Ghosh, Kushal Kanti / Garcia-Hernandez, Laura / Abraham, Ajith / Sarkar, Ram et al. | 2021
- 6487
-
Molten steel temperature prediction using a hybrid model based on information interaction-enhanced cuckoo searchYang, Qiangda / Fu, Yichuan / Zhang, Jie et al. | 2020
- 6511
-
Random-based networks with dropout for embedded systemsRagusa, Edoardo / Gianoglio, Christian / Zunino, Rodolfo / Gastaldo, Paolo et al. | 2020
- 6527
-
Periodically intermittent control for finite-time synchronization of delayed quaternion-valued neural networksAouiti, Chaouki / Bessifi, Mayssa et al. | 2020
- 6549
-
Applications of metaheuristic algorithms for optimal operation of cascaded hydropower plantsNguyen, Thang Trung / Nguyen, Thuan Thanh / Pham, Thai Dinh et al. | 2020
- 6575
-
In-depth analysis of SVM kernel learning and its componentsRoman, Ibai / Santana, Roberto / Mendiburu, Alexander / Lozano, Jose A. et al. | 2020
- 6595
-
Medical image fusion method based on dense block and deep convolutional generative adversarial networkZhao, Cheng / Wang, Tianfu / Lei, Baiying et al. | 2020
- 6611
-
Multiple delay-dependent finite-time boundedness and input–output finite-time mean square stabilization of uncertain semi-Markovian jump systems with input constraintPang, Yongheng / Wang, Xin / Li, Ting / Jin, Shuowei / Sun, Shaoxin et al. | 2020
- 6627
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A new hybrid model to foretell thermal power efficiency from energy performance certificates at residential dwellings applying a Gaussian process regressionGarcía-Nieto, Paulino José / García-Gonzalo, Esperanza / Paredes-Sánchez, José Pablo / Bernardo Sánchez, Antonio et al. | 2020
- 6641
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Design of a supply chain network for determining the optimal number of items at the inventory groups based on ABC analysis: a comparison of exact and meta-heuristic methodsAbdolazimi, Omid / Esfandarani, Mitra Salehi / Shishebori, Davood et al. | 2020
- 6657
-
Classification of operation cases in electric arc welding wachine by using deep convolutional neural networksNogay, Hidir Selcuk / Akinci, Tahir Cetin et al. | 2020
- 6671
-
Neural-assisted image-dependent encryption scheme for medical image cloud storageLakshmi, C. / Thenmozhi, K. / Rayappan, John Bosco Balaguru / Rajagopalan, Sundararaman / Amirtharajan, Rengarajan / Chidambaram, Nithya et al. | 2020
- 6685
-
Benchmarking deep neural network approaches for Indian Sign Language recognitionSharma, Ashish / Sharma, Nikita / Saxena, Yatharth / Singh, Anuraj / Sadhya, Debanjan et al. | 2020
- 6697
-
Convolutional neural networks for global human settlements mapping from Sentinel-2 satellite imageryCorbane, Christina / Syrris, Vasileios / Sabo, Filip / Politis, Panagiotis / Melchiorri, Michele / Pesaresi, Martino / Soille, Pierre / Kemper, Thomas et al. | 2020
- 6721
-
Hybrid classification of Android malware based on fuzzy clustering and the gradient boosting machineTaha, Altyeb Altaher / Malebary, Sharaf Jameel et al. | 2020
- 6733
-
Window of multistability and its control in a simple 3D Hopfield neural network: application to biomedical image encryptionNjitacke, Zeric Tabekoueng / Isaac, Sami Doubla / Nestor, Tsafack / Kengne, Jacques et al. | 2020
- 6753
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Optimal placement and sizing of FACTS devices for optimal power flow in a wind power integrated electrical networkBiswas, Partha P. / Arora, Parul / Mallipeddi, R. / Suganthan, P. N. / Panigrahi, B. K. et al. | 2020
- 6775
-
Optimal power flow solution with stochastic wind power using the Lévy coyote optimization algorithmKaymaz, Enes / Duman, Serhat / Guvenc, Ugur et al. | 2020
- 6805
-
Adaptive RBF neural network-based control of an underactuated control moment gyroscopeMontoya-Cháirez, Jorge / Rossomando, Fracisco G. / Carelli, Ricardo / Santibáñez, Víctor / Moreno-Valenzuela, Javier et al. | 2020
- 6819
-
Artificial intelligence simulation of suspended sediment load with different membership functions of ANFISBabanezhad, Meisam / Behroyan, Iman / Marjani, Azam / Shirazian, Saeed et al. | 2020
- 6835
-
CNNFOIL: convolutional encoder decoder modeling for pressure fields around airfoilsDuru, Cihat / Alemdar, Hande / Baran, Özgür Uğraş et al. | 2020
- 6851
-
Flexible data representation with graph convolution for semi-supervised learningDornaika, Fadi et al. | 2020
- 6865
-
Artificial neural network models for prediction of net radiation over a tropical regionOjo, Olusola Samuel / Adeyemi, Babatunde / Oluleye, Daniel Oluwagbenga et al. | 2020
- 6879
-
Multi-granularity semantic representation model for relation extractionLei, Ming / Huang, Heyan / Feng, Chong et al. | 2020
- 6891
-
Robust and high-order correlation alignment for unsupervised domain adaptationCheng, Zhaowei / Chen, Chao / Chen, Zhihong / Fang, Ke / Jin, Xinyu et al. | 2021
- 6905
-
Hybrid soft computational approaches for modeling the maximum ultimate bond strength between the corroded steel reinforcement and surrounding concreteBen Seghier, Mohamed El Amine / Ouaer, Hocine / Ghriga, Mohammed Abdelfetah / Menad, Nait Amar / Thai, Duc-Kien et al. | 2020
- 6921
-
Innovative deep learning models for EEG-based vigilance detectionKhessiba, Souhir / Blaiech, Ahmed Ghazi / Ben Khalifa, Khaled / Ben Abdallah, Asma / Bedoui, Mohamed Hédi et al. | 2020
- 6939
-
Two-layered ant colony system to improve engraving robot’s efficiency based on a large-scale TSP modelWu, Zhou / Wu, Junjun / Zhao, Mingbo / Feng, Liang / Liu, Kai et al. | 2020
- 6951
-
Recurrent neural network-based prediction of compressive and flexural strength of steel slag mixed concreteGupta, Tanvi / Sachdeva, S. N. et al. | 2020
- 6965
-
An entropy-based initialization method of K-means clustering on the optimal number of clustersChowdhury, Kuntal / Chaudhuri, Debasis / Pal, Arup Kumar et al. | 2020
- 6983
-
Homoclinic and heteroclinic motions of delayed inertial neural networksAchouri, Houssem / Aouiti, Chaouki et al. | 2020
- 6999
-
Signature verification using geometrical features and artificial neural network classifierJain, Anamika / Singh, Satish Kumar / Singh, Krishna Pratap et al. | 2020
- 7011
-
CSCF: a chaotic sine cosine firefly algorithm for practical application problemsHassan, Bryar A. et al. | 2020
- 7031
-
A novel statistical approach to numerical and multidisciplinary design optimization problems using pattern search inspired Harris hawks optimizerKrishna, Ardhala Bala / Saxena, Sobhit / Kamboj, Vikram Kumar et al. | 2021
- 7073
-
Machine learning models for ecological footprint prediction based on energy parametersJanković, Radmila / Mihajlović, Ivan / Štrbac, Nada / Amelio, Alessia et al. | 2020
- 7089
-
Design of sparse Bayesian echo state network for time series predictionWang, Lei / Su, Zhong / Qiao, Junfei / Yang, Cuili et al. | 2020
- 7103
-
Dual-attention network with multitask learning for multistep short-term speed prediction on expresswaysTao, Yanyun / Yue, Guoqi / Wang, Xiang et al. | 2020
- 7125
-
DL-SCALE: a novel deep learning-based model order upscaling scheme for solving topology optimization problemsKallioras, Nikos Ath. / Lagaros, Nikos D. et al. | 2020
- 7145
-
Hybrid crow search and uniform crossover algorithm-based clustering for top-N recommendation systemEl-Ashmawi, Walaa H. / Ali, Ahmed F. / Slowik, Adam et al. | 2020
- 7165
-
An intelligent feature selection approach based on moth flame optimization for medical diagnosisAbu Khurmaa, Ruba / Aljarah, Ibrahim / Sharieh, Ahmad et al. | 2020
- 7205
-
The detection, tracking, and temporal action localisation of swimmers for automated analysisHall, Ashley / Victor, Brandon / He, Zhen / Langer, Matthias / Elipot, Marc / Nibali, Aiden / Morgan, Stuart et al. | 2020
- 7225
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Product failure prediction with missing data using graph neural networksKang, Seokho et al. | 2020
- 7235
-
An efficient and secure feature location approach in source code using Jacobian matrix-based clusteringBalaji, N. / Lakshmi, S. / Anand, M. / Anbarasan, M. / Mathiyalagan, P. et al. | 2021
- 7249
-
Automated organization of interaction between modules of information systems based on neural network data channelsObukhov, Artem D. / Krasnyanskiy, Mikhail N. et al. | 2020
- 7271
-
Online reliability optimization for URLLC in HetNets: a DQN approachYang, Leyou / Jia, Jie / Chen, Jian / Wang, Xingwei et al. | 2020
- 7291
-
Deep learning feature selection to unhide demographic recommender systems factorsBobadilla, J. / González-Prieto, Á. / Ortega, F. / Lara-Cabrera, R. et al. | 2020