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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 14 of 14 1 Development of Gaussian Learning Algorithms for Early Detection of Alzheimer's Disease Fang, Chen In: FIU Electronic Theses and Dissertations (2020) BASE Show details 2 Cognitive discriminative feature selection using variance fractal dimension for the detection of cyber attacks Kaiser, Samilat. - 2020 Abstract: The dimensions of data have increased significantly with the abundance of the data that we share. This high-dimensional data results in redundant and irrelevant features that creates challenges to existing machine learning algorithms. Redundant and irrelevant features slow down the training and testing process as a result affecting the performance and run time of a learning algorithm. Conventional feature selection methods showcase great potential to select important features. However, machine enabled feature selection models are unable to solve complex analysis in absence of human cognitive aspect to it. This thesis addresses the challenge concerned with reducing the data dimensions for machine learning algorithms from cognitive aspect. The reduction is carried out by a variance fractal-based complexity analysis to select a reduced set of features of a cyber attack dataset for each attack type that are discriminative in nature. Furthermore, integrated artificial neural network were created with inputs that comprised of the reduced features selected through the complexity analysis. A performance comparison is also provided using our proposed methodology with resulting minimized dataset features of each attack types with non-minimized dataset. The comparative analysis shows that the resultant discriminative features derived from our proposed method not only consume less resource but also speed up the training and testing process while maintaining good detection rates. ; October 2020 Keyword: Artificial Neural Network; Cognitive computing; Cognitive Intelligence; Complexity Analysis; Computational intelligence; Cyber attacks; Cyber security; Dimensionality; Discriminative features; Feature Selection; Fractals; Machine Learning; Network Threats; Variance Fractal Dimension URL: http://hdl.handle.net/1993/35092 BASE Hide details 3 How to visualize high-dimensional data: a roadmap Hermann Moisl In: Journal of Data Mining and Digital Humanities, Vol Special issue on Visualisations in Historical Linguistics (2020) (2020) BASE Show details 4 Investigating Gender-biased Items in a High-stake Language Proficiency Test: Using the Rasch Model Measurement Soodeh Bordbar; Seyyed Mohammad Alavi In: Applied Linguistics Research Journal, Vol 4, Iss 5, Pp 1-21 (2020) (2020) BASE Show details 5 Cognitive artificial intelligence – a complexity based machine learning approach for advanced cyber threats Siddiqui, Sana. - : ACM (IWSPA), 2017. : IEEE (IJCNN), 2017. : Springer, 2017. : IEEE (ICCI*CC), 2017 BASE Show details 6 Using Differential Item Functioning to Investigate the Impact of Reading Proficiency on Science Achievement Brochu, Pierre. - 2016 BASE Show details 7 Discriminative Interlingual Representations Jagarlamudi, Jagadeesh. - 2013 BASE Show details 8 Multiview feature learning for speech recognition Bharadwaj, Sujeeth. - 2011 BASE Show details 9 Effect of Tuned Parameters on a LSA Multiple Choice Questions Answering Model Lifchitz, Alain; Jhean-Larose, Sandra; Denhière, Guy In: ISSN: 1554-351X ; EISSN: 1554-3528 ; Behavior Research Methods ; https://hal.archives-ouvertes.fr/hal-00336126 ; Behavior Research Methods, Psychonomic Society, Inc, 2009, 41 (4), pp.1201--1209. ⟨10.3758/BRM.41.4.1201⟩ (2009) BASE Show details 10 Meaningful term extraction and discriminative term selection in text categorization via unknown-word methodology Yu-sheng Lai; Chung-hsien Wu In: http://www.cs.toronto.edu/~gh/Courses/2528/Readings/2002f/Lai+Wu.pdf (2002) BASE Show details 11 Medical Data Mining on the Internet: Research on a Cancer Information System Houston, Andrea L.; Chen, Hsinchun; Hubbard, Susan M.... In: DTIC (1999) BASE Show details 12 Dimensionality reduction of electropalatographic data using latent variable models Carreira-Perpinan, Miguel A; Renals, Steve. - : Elsevier, 1998 BASE Show details 13 Statistical Methods for Neural Network Prediction Models Cloarec, Guy-Michel In: https://hal.archives-ouvertes.fr/hal-03235964 ; [Research Report] Control Systems Group School of Electronic Engineering. Dublin City University. 1997 (1997) BASE Show details 14 Analysis of Defense Language Institute Automated Student Questionnaire Data. Strycharz, Theodore M. In: DTIC AND NTIS (1996) BASE Show details

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