@incollection{,
	
					
					
					EE85F14B4658345F61E2EE5185BE2DFC
				,
	author={{Joseph KombeSamuel} and {Dr. PeterOchieng} and {Dr. SolomonMwanjele} and {Taita Taveta University}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}2311526
}

@incollection{b0,
	
	
		,
	title={{Stemming the tide of academic dishonesty in higher education: It takes a village}}
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	author={{
			LSAaron
		} and {
			CMRoche
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	journal={{Journal of Educational Technology Systems}}
		
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}

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		,
	title={{Exploring the critical challenges and factors influencing the E-learning system usage during COVID-19 pandemic. Education and Information Technologies}}
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	author={{
			MAAlmaiah
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			AAl-Khasawneh
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			AAlthunibat
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	year={2020}
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		,
	title={{Recurrent Neural Networks cheatsheet: Cited 28-03-2019}}
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	author={{
			AAmidi
		} and {
			SAmidi
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			,
	year={2019}
		
	

}

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	author={{
			SKAv
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			MRathi
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	title={{Keystroke Dynamics: A Behavioral Biometric Model for User Authentication in Online Exams Research Anthology on Developing Effective Online Learning Courses}}
				
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	publisher={IGI Global}
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	year={2021}
			
		
	

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		,
	title={{E-exam cheating detection system}}
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	author={{
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			ABasuhail
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			SGamalel-Din
		}}
		
		
		
	
	
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	author={{
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	title={{{nd}. WILDML, Recurrent Neural Networks Tutorial, Part1-Introduction to RNNs}}
				
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	title={{How to use word embedding layers for deep learning with keras}}
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	author={{
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@incollection{b7,
	
	
		,
	title={{Detection and evaluation of cheating on college exams using supervised classification}}
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	author={{
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		} and {
			CEPires
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	title={{Anomaly detection using one-class neural networks}}
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		arXiv:1802.06360
		
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	year={2018}
		
	
	,
	note={arXiv preprint}

}

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		,
	title={{Detect Exam Cheating Pattern by Data Mining}}
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	author={{
			MChen
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			CChen
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	year={2017}
		
	
	,
	note={Paper presented at the FSDM}

}

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		,
	title={{Learning phrase representations using RNN encoder-decoder for statistical machine translation}}
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	author={{
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		} and {
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		} and {
			CGulcehre
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			DBahdanau
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		} and {
			YBengio
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	year={2014}
		
	
	,
	note={arXiv preprint}

}

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	title={{Types of Exams}}
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	author={{
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			KDerrington
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	year={2021}
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	publisher={Academic Success}
		
	

}

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	author={{
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	title={{Biometrics in the Era of COVID-19: Challenges and Opportunities}}
				
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	year={2021}
		
	
	,
	note={arXiv preprint}

}

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		,
	author={{
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			ACourville
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	title={{Deep learning}}
				
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	publisher={MIT press}
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	year={2016}
		
	

}

@incollection{b14,
	
	
		,
	title={{Framewise phoneme classification with bidirectional LSTM networks}}
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	author={{
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		,
	title={{}}
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	author={{
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		} and {
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		} and {
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		}}
		
		
		
		
		
		
	

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@incollection{b16,
	
	
		,
	title={{Detext: A deep text ranking framework with bert}}
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	author={{
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	booktitle={{Paper presented at the Proceedings of the 29th ACM International Conference on Information & Knowledge Management}}
				
			,
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		,
	title={{}}
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	author={{
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		,
	title={{Factors Influencing Students' Selection of Different Types of Essay in Examination}}
	
	
		,
	journal={{Creative Education}}
		
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	title={{Detecting cheats in online student assessments using Data Mining}}
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	author={{
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	author={{
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	author={{
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		,
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@incollection{b22,
	
	
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	title={{An intelligent alarm based visual eye tracking algorithm for cheating free examination system}}
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	author={{
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}

@incollection{b23,
	
	
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	title={{Modelling a peer assignment review process for collaborative elearning}}
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	author={{
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		} and {
			MVesisenaho
		} and {
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			FTusubira
		}}
		
		
		
		
	
	
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	title={{Cheating Detection in Online Examinations}}
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	author={{
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		}}
		
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@incollection{b25,
	
	
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	title={{Fog-assisted secure data exchange for examination and testing in e-learning system}}
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	author={{
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		,
	journal={{Mobile Networks and Applications}}
		
			
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}

@incollection{b26,
	
	
		,
	title={{A Review of the Research on Data Mining Techniques in the Detection of Fraud in Financial Statements}}
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	author={{
			DKopun
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	title={{Understanding GRU networks. Towards Data Science. Towards Data Science, Towards Data Science}}
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@incollection{b29,
	
	
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	title={{Simplified Hardware Implementation of the Softmax Activation Function}}
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	author={{
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	booktitle={{2019 8th International Conference on Modern Circuits and Systems Technologies (MOCAST)}}
				
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	,
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}

@book{b30,
	
	
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	title={{Fraud detection in video record-ings of exams using Convolu-tional Neural Networks}}
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	author={{
			AKuin
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}

@incollection{b31,
	
	
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	title={{ET-GRU: using multi-layer gated recurrent units to identify electron transport proteins}}
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	author={{
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		} and {
			EK YYapp
		} and {
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		}}
		
		
	
	
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	title={{Keystroke dynamics for student authentication in online examinations}}
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	author={{
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		}}
		
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	title={{Understanding RNN and LSTM}}
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	author={{
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	title={{Illustrated Guide to LSTM's and GRU's: A step by step explanation}}
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	title={{A Beginner's Guide to Neural Networks and Deep Learning: The Artificial Intelligence Wiki}}
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	author={{
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		}}
		
		
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@incollection{b36,
	
	
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	title={{e-Authentication for online assessment: A mixed-method study}}
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	author={{
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			WHolmes
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			CEdwards
		}}
		
		
		
	
	
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	journal={{British Journal of Educational Technology}}
		
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		,
	title={{Understanding lstm networks}}
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	author={{
			COlah
		}}
		
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@incollection{b38,
	
	
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	title={{Comparing and combining C ontent-and C itation-based approaches for plagiarism detection}}
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@incollection{b39,
	
	
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	title={{Biometric Technologies for eLearning: Stateof-the-Art, Issues and Challenges}}
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	author={{
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		}}
		
		
	
	
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	booktitle={{2020 18th International Conference on Emerging eLearning Technologies and Applications (ICETA)}}
				
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	year={2020}
		
	
	,
	note={Paper presented at the}

}

@incollection{b40,
	
	
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	title={{Linking platforms, practices, and developer ethics: Levers for privacy discourse in mobile application development}}
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@incollection{b41,
	
	
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	title={{Identifying potential cheaters by tracking their behaviors through mouse activities}}
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	author={{
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	booktitle={{2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)}}
				
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}

@incollection{b42,
	
	
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	title={{Global Impact of E-learning during COVID 19}}
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	author={{
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		,
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	title={{E-cheating Prevention Measures: Detection of Cheating at Online Examinations Using Deep Learning Approach--A Case Study}}
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	note={arXiv preprint}

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@incollection{b44,
	
	
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	title={{Monitoring Mouse Behavior in E-Learning Activities to Diagnose Students' Acceptance Items of Perceived Usefulness and Ease of Use}}
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	author={{
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	journal={{European Educational Researcher}}
		
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@incollection{b45,
	
	
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	title={{A dynamic profile questions approach to mitigate impersonation in online examinations}}
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	author={{
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	journal={{Journal of Grid Computing}}
		
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	title={{Student authentication framework for Online exams outside of school}}
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@incollection{b48,
	
	
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	title={{Understanding LSTM and its diagrams}}
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	journal={{MLReview.com}}
		
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}