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A New Computational Method for Arabic Calligraphy Style Representation and Classification
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
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
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
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
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
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
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
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
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]
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
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
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
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
複合語形成における外心性
2009
Journal of the Linguistic Society of Japan
複合語形成における外心性
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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