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Improved random forest for feature selection in writer identification
Published 2015“…Important features are measured by using Variable Importance (VI). While Mean Absolute Error (MAE) values use to identify the variance between writers, VI value was used for splitting process in tree and MAE value is to ensure the intra-class (same writer) invariance is lower than inter-class (different writer) invariance because lower intra-class invariance indicates accuracy to the real author. …”
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Discretization of integrated moment invariants for writer identification
Published 2008“…The results disclose that the proposed discretized invariants reveal 99% accuracy of classification by using 3520 training data and 880 testing data.…”
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A New Swarm-Based Framework for Handwritten Authorship Identification in Forensic Document Analysis
Published 2014“…Its principal point is in forensics and biometric application as such the writing style can be used as bio-metric features for authenticating the identity of a writer. …”
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A new swarm-based framework for handwritten authorship identification in forensic document analysis
Published 2014“…Its principal point is in forensics and biometric application as such the writing style can be used as bio-metric features for authenticating the identity of a writer. …”
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Performance evaluation metrics for multi-objective evolutionary algorithms in search-based software engineering: systematic literature review
Published 2021“…Most of them either focused on solving newly re-formulated problems or on proposing new approaches, while a number of studies performed reviews and comparative studies on the performance of proposed algorithms. …”
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Arabic Calligraphy Classification using Triangle Model for Digital Jawi Paleography Analysis
Published 2011“…Calligraphy classification of the ancient manuscripts gives useful information to paleographers. …”
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Optimization Of Fuzzy Logic Controllers With Genetic Algorithm For Two-Part-Type And Re-Entrant Production Systems
Published 2008“…GDF and GSF controllers are evaluated for two test cases namely “two-part-type production line” and “re-entrant production system”. …”
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Arabic Calligraphy Classification using Triangle Model for Digital Jawi Paleography Analysis
Published 2011“…Calligraphy classification of the ancient manuscripts gives useful information to paleographers. …”
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Identifying Cyberspace Users� Tendency in Blog Writing Using Machine Learning Algorithms
Published 2023“…A blog is a platform where a writer or group of writers gives their opinion on a specific topic. …”
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State-Aware re-configuration model for multi-radio wireless Mesh Networks
Published 2017“…The proposed algorithm re-assigns channels to radios and re-configures flows’ routes with aim of achieving a tradeoff between maximizing the network throughput and minimizing the re-configuration overhead. …”
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Features Extraction of Arabic Calligraphy using extended Triangle Model for Digital Jawi Paleography Analysis
Published 2013“…The style of writing or calligraphy applied in ancient manuscripts gives useful information to paleographers. The information helps paleographer to identify date, writer, number of writers, place of origin, and the originality of manuscripts. …”
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Segmentation of MRI brain images using statistical approaches
Published 2011“…Moreover, three improvements of EM for brain MRI segmentation are proposed, which incorporate neighbourhood information in a new manner in the clustering process. In addition, two algorithms for the post-processing of clustering results using user-interaction and the re-evaluation of boundary data in each cluster are presented. …”
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Invariants discretization for individuality representation in handwritten authorship
Published 2008“…Its focal point is in forensics and biometric application as such the writing style can be used as biometric features for authenticating a writer. …”
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Statistical analysis on enhanced 3D-AES block cipher cryptographic algorithm / Nor Azeala Mohd Yusof
Published 2021“…The randomness of Enhanced 3D-AES then is re-evaluated and it has passed all 15 statistical tests for all seven data categories. …”
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Disparity Refinement Process Based On Ransac Plane Fitting For Machine Vision Applications
Published 2017“…This paper presents a new disparity map refinement process for stereo matching algorithm and the refinement stage that will be implemented by partitioning the place or mask image and re-projected to the preliminary disparity images. …”
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Beyond Sentiment Analysis: A Review of Recent Trends in Text Based Sentiment Analysis and Emotion Detection
Published 2023“…This is because emotions are the finer grained information which could be extracted from opinions. So besides writer sentiments, writer emotion is also a valuable data. …”
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Android: S-Based Technique in Mobile Malware Detection
Published 2018“…In order to overcome malware, concern in mobile, we propose a new framework for malware detection which is signature based technique using pattern matching. This framework uses signature number and Secure Hash Algorithm (SHA) as signature in the detection process. …”
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Ensemble based categorization and adaptive model for malware detection
Published 2011“…In this paper, we propose an ensemble categorization by using ensemble classification and clustering together with adaptive learning model. …”
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