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A New Computational Method for Arabic Calligraphy Style Representation and Classification

Zineb Kaoudja, Mohammed Lamine Kherfi, Belal Khaldi
2021 Applied Sciences  
Despite the importance of recognizing Arabic calligraphy styles and their potential usefulness for many applications, a very limited number of Arabic calligraphy style recognition works have been established  ...  These indices were transformed into a descriptor that defines, for each calligraphy style, a set of specific features.  ...  A.K [5] has experimented and compared several texture descriptors for Arabic font recognition using extreme learning machine (ELM) and fast learning machine (FLN).  ... 
doi:10.3390/app11114852 fatcat:voqq76tpejg3fdbo2dg2z75hvm

A Bag of Features Based Approach for Classification of Motile Sperm Cells

Maria Luisa Davila Garcia, Daniel A. Paredes Soto, Lyudmila S. Mihaylova
2017 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData)  
The analysis of sperm morphology remains an essential process for diagnosis and treatment of male infertility.  ...  The performance of this framework is compared to a similar model where the Histogram of Oriented Gradients (HOG) is used to extract features and SVMs is applied for their classification.  ...  ACKNOWLEDGMENT The authors gratefully acknowledge the financial support of the Mexican Consejo Nacional de Ciencia y Tecnología (CONACYT).  ... 
doi:10.1109/ithings-greencom-cpscom-smartdata.2017.21 dblp:conf/ithings/GarciaSM17 fatcat:p576v3sohjdl5cdedl43sbec3m

A Survey of Arabic Named Entity Recognition and Classification

Khaled Shaalan
2014 Computational Linguistics  
Throughout the presentation, illustrative examples are used for clarification.  ...  The characteristics and peculiarities of Arabic, a member of the Semitic languages family, make dealing with NER a challenge.  ...  Some of the Arabic NER studies that rely on BAMA for performing morphological analysis include (MADA+TOKAN). 21 MADA stands for Morphological Analysis and Disambiguation for Arabic.  ... 
doi:10.1162/coli_a_00178 fatcat:t2iaaf7ijnbe5ktkf3ehkjxaxa

Fiji: an open-source platform for biological-image analysis

Johannes Schindelin, Ignacio Arganda-Carreras, Erwin Frise, Verena Kaynig, Mark Longair, Tobias Pietzsch, Stephan Preibisch, Curtis Rueden, Stephan Saalfeld, Benjamin Schmid, Jean-Yves Tinevez, Daniel James White (+4 others)
2012 Nature Methods  
and make scatter plots for colocalization analysis Delaunay/Voronoi Provide a triangulation or Voronoi diagram for a given set of points Directionality Quantify direction in images with oriented  ...  commands inherent to the scripting language.  ... 
doi:10.1038/nmeth.2019 pmid:22743772 pmcid:PMC3855844 fatcat:qg2jguyzyfg3zgwhyw7cydcgru

Blog Style Classification: Refining Affective Blogs

Martin Virik, Marián Simko, Mária Bieliková
2016 Computing and informatics  
In this paper we extend the differentiation and suggest a fine-grained set of subcategories for affective articles.  ...  We propose and evaluate a classification method employing novel lexical, morphological, lightweight syntactic and structural features of written text.  ...  Afterwards we assign lemmas and perform morphological analysis of words (note that this step may differ with regards to a particular language used).  ... 
dblp:journals/cai/VirikSB16 fatcat:2bhzfwswofaxlixtp3wpomkfg4

Structured Learning for Context-aware Spoken Language Understanding of Robotic Commands

Andrea Vanzo, Danilo Croce, Roberto Basili, Daniele Nardi
2017 Proceedings of the First Workshop on Language Grounding for Robotics  
In this work, we present the empirical evaluation of an adaptive Spoken Language Understanding chain for robotic commands, that explicitly depends on the operational environment during both the learning  ...  Service robots are expected to operate in specific environments, where the presence of humans plays a key role.  ...  To this end, we trained the machine learning processes by using an extended version of HuRIC, the Human Robot Interaction Corpus.  ... 
doi:10.18653/v1/w17-2804 dblp:conf/acl/VanzoCBN17 fatcat:yia5dfcsx5gntas7oriuwfrcty

Audio-Textual Classification System Design for Arabic News Videos

Amal Dandashi, Jihad Jihad Al Ja'am, Sebti Foufou
2016 International Journal of Computing and Information Sciences  
We also propose to develop a new Arabic dataset based on news channel videos as well as raw videos from various online sources for testing and evaluation. Results are to be documented and graphed.  ...  We propose a system design that implements multimodal video classification such that annotations and caption processing is excluded. The domain targetted is the news domain.  ...  Acknowledgements This publication was made possible by GSRA grant # 1-1-1202-13026 from the Qatar National Research Fund (a member of Qatar Foundation).  ... 
doi:10.21700/ijcis.2016.124 fatcat:jgid6kup7jh5xdt472l3gzualy

Advanced neuroimaging techniques in the evaluation of pediatric epilepsy

Yun Jeong Lee
2019 Korean Journal of Pediatrics  
MEG and fMRI can localize and lateralize the area of the cortex that is essential for language, motor, and memory function and identify its relationship with planned surgical resection sites to reduce  ...  Ultra-high-field imaging and postprocessing analysis with automated machine learning algorithms can detect subtle structural abnormalities in MRI-negative patients.  ...  See the commentary "Guideline for advanced neuroimaging in pediatric epilepsy" in Volume 63 on page 100.  ... 
doi:10.3345/kjp.2019.00871 pmid:32024331 pmcid:PMC7073377 fatcat:s4fjw5vmifhbxknbo22eh73doi

Part of speech tagging: a systematic review of deep learning and machine learning approaches

Alebachew Chiche, Betselot Yitagesu
2022 Journal of Big Data  
Using the limitations of the proposed approaches, we emphasized various research gaps and presented future recommendations for the research in advancing DL and ML-based POS tagging.  ...  As a result, many different NLP tools are being produced. However, there are many challenges for developing efficient and effective NLP tools that accurately process natural languages.  ...  Whereas in stage-2, we defined criteria to get a more focused article from the initial list used for analysis.  ... 
doi:10.1186/s40537-022-00561-y fatcat:fpmxdnm76benxms6wckwiqykpy

Bangla Natural Language Processing: A Comprehensive Review of Classical, Machine Learning, and Deep Learning Based Methods [article]

Ovishake Sen, Mohtasim Fuad, MD. Nazrul Islam, Jakaria Rabbi, MD. Kamrul Hasan, Mohammed Baz, Mehedi Masud, Md. Abdul Awal, Awal Ahmed Fime, Md. Tahmid Hasan Fuad, Delowar Sikder, MD. Akil Raihan Iftee
2021 arXiv   pre-print
Many efforts are also ongoing to make it easy to use the Bangla language in the online and technical domains.  ...  However, English is the predominant language for online resources and technical knowledge, journals, and documentation.  ...  Acknowledgment: The authors would like to thank for the support from Taif University Researchers Supporting Project number (TURSP-2020/239), Taif University, Taif, Saudi Arabia.  ... 
arXiv:2105.14875v2 fatcat:kvqmgxpthvh2fj7jza64n6kaiq

2013 Index IEEE Transactions on Industrial Electronics Vol. 60

2013 IEEE transactions on industrial electronics (1982. Print)  
The Author Index contains the primary entry for each item, listed under the first author's name.  ...  Note that the item title is found only under the primary entry in the Author Index.  ...  Cheng, S., +, TIE Aug. 2013 3462-3471 AC machines On the Causes of Circulating Currents in PWM Drives With Open-End Winding AC Machines.  ... 
doi:10.1109/tie.2013.2281744 fatcat:afui5p3njvhu3nknwgwkv2vd64

Bangla Natural Language Processing: A Comprehensive Analysis of Classical, Machine Learning, and Deep Learning Based Methods

Ovishake Sen, Mohtasim Fuad, Md. Nazrul Islam, Jakaria Rabbi, Mehedi Masud, Md. Kamrul Hasan, Md. Abdul Awal, Awal Ahmed Fime, Md. Tahmid Hasan Fuad, Delowar Sikder, Md. Akil Raihan Iftee
2022 IEEE Access  
Many efforts are also ongoing to make it easy to use the Bangla language in the online and technical domains.  ...  However, English is the predominant language for online resources and technical knowledge, journals, and documentation.  ...  Indian languages to Indian languages machine translation system's (IL-ILMT) gold standard morphological dataset was used for evaluation.  ... 
doi:10.1109/access.2022.3165563 fatcat:rmersduz6vbyjjczvobrebskmi

Comprehensive Review on Detection and Classification of Power Quality Disturbances in Utility Grid with Renewable Energy Penetration

Gajendra Singh Chawda, Abdul Gafoor Shaik, Mahmood Shaik, P. Sanjeevikumar, Jens Bo Holm-Nielsen, OM Prakash Mahela, K. Palanisamy
2020 IEEE Access  
This article presents a critical review of techniques used for detection and classification PQ disturbances in the utility grid with renewable energy penetration.  ...  There is a need to recognize and mitigate PQ disturbances to supply clean power to the consumer.  ...  A linguistic pattern based on the fuzzy logic technique [186] is used for feature optimization to enhance classification efficiency for the fast recognition and classification of PQDs.  ... 
doi:10.1109/access.2020.3014732 fatcat:ojiv64p7tfbpnk6gcwpdysdjcu

Developing Machine Learning and Statistical Tools to Evaluate the Accessibility of Public Health Advice on Infectious Diseases among Vulnerable People

Wenxiu Xie, Meng Ji, Mengdan Zhao, Kam-Yiu Lam, Chi-Yin Chow, Tianyong Hao, Heng Liu
2021 Computational Intelligence and Neuroscience  
For the probabilistic prediction, using the optimised Bayesian machine learning classifier (GNB), the largest positive likelihood ratio (LR+) 16.685 (95% confidence interval: 4.35, 64.04) was identified  ...  of the accessibility of public health advice in other languages.  ...  The outputs of Bayesian budgetary burden to hire experts to review health re- machine learning classifiers are in the form of a probability sources or extend the timeframe of releasing information  ... 
doi:10.1155/2021/1916690 pmid:34925484 pmcid:PMC8683224 fatcat:gtmt4n7x5fajxe7ulbkqrbbz2q

Exocentricity in Compounding

Sergio Scalise, Antonio Fábregas, Francesca Forza
2009 Journal of the Linguistic Society of Japan  
Our approach, based on features of the constituents and not on constituents as a whole, will hopefully provide a new analysis of exocentricity in compounding.*  ...  Correspondingly, the notion of exocentricity can be split into categorial exocentricity, semantic exocentricity and morphological exocentricity.  ...  'washing machine', taglia-cuci 'cut-saw', Italian for 'sawing machine', or sali-scendi 'ascend-descend', Italian for 'elevator'.  ... 
doi:10.11435/gengo.135.0_49 fatcat:oi4afjvms5cgxddp6ezmixok3m
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