A Comparative Study Between Classical Feature Engineering and RNNs for Seizure Detection in Imbalanced Data

2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) ◽

10.1109/spmb50085.2020.9353616 ◽

2020 ◽

Author(s):

M. Alzaid

Keyword(s):

Comparative Study ◽

Imbalanced Data ◽

Seizure Detection ◽

Feature Engineering ◽

Classical Feature

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A Comparative Study on Epileptic Seizure Detection Methods

Advances in Neuroergonomics and Cognitive Engineering - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-51041-1_1 ◽

2020 ◽

pp. 3-8

Author(s):

Sarah Hadipour ◽

Ala Tokhmpash ◽

Bahram Shafai

Keyword(s):

Comparative Study ◽

Epileptic Seizure ◽

Seizure Detection ◽

Detection Methods ◽

Epileptic Seizure Detection

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Comparative Study of Feature Engineering Techniques for Disease Prediction

Communications in Computer and Information Science - Big Data, Cloud and Applications ◽

10.1007/978-3-319-96292-4_9 ◽

2018 ◽

pp. 105-117 ◽

Cited By ~ 1

Author(s):

Khandaker Tasnim Huq ◽

Abdus Selim Mollah ◽

Md. Shakhawat Hossain Sajal

Keyword(s):

Comparative Study ◽

Feature Engineering ◽

Disease Prediction

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A Comparative Study of Epileptic Seizure Detection Framework using SVM and ELM

2019 International Conference on Intelligent Computing and Control Systems (ICCS) ◽

10.1109/iccs45141.2019.9065458 ◽

2019 ◽

Author(s):

B B SHABARINATH ◽

KAUSHIK CHALLAGULLA ◽

MAJETY RAMSANKAR VISODHAN

Keyword(s):

Comparative Study ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection

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Comparative Study of Classifiers on Human Activity Recognition by Different Feature Engineering Techniques

2020 IEEE 10th International Conference on Intelligent Systems (IS) ◽

10.1109/is48319.2020.9199934 ◽

2020 ◽

Author(s):

Mahbuba Tasmin ◽

Taoseef Ishtiak ◽

Sharif Uddin Ruman ◽

Arif Ur Rahaman Chowdhury Suhan ◽

N.M. Shihab Islam ◽

...

Keyword(s):

Comparative Study ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Feature Engineering

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Performance Analysis of Supervised Machine Learning Algorithms for Epileptic Seizure Detection with high variability EEG datasets: A Comparative Study

2019 International Conference on Electrical, Electronics and Computer Engineering (UPCON) ◽

10.1109/upcon47278.2019.8980115 ◽

2019 ◽

Author(s):

Gopal Chandra Jana ◽

Anshuman Sabath ◽

Anupam Agrawal

Keyword(s):

Machine Learning ◽

Performance Analysis ◽

Comparative Study ◽

Epileptic Seizure ◽

Learning Algorithms ◽

Seizure Detection ◽

High Variability ◽

Machine Learning Algorithms ◽

Supervised Machine Learning ◽

Epileptic Seizure Detection

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Comparative Study on Machine Learning Classifiers for Epileptic Seizure Detection in Reference to EEG Signals

Proceedings of International Conference on Artificial Intelligence and Applications - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-15-4992-2_18 ◽

2020 ◽

pp. 185-194

Author(s):

Samriddhi Raut ◽

Neeru Rathee

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Machine Learning Classifiers ◽

Learning Classifiers

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Learning from imbalanced data: a comparative study for colon CAD

10.1117/12.770630 ◽

2008 ◽

Cited By ~ 1

Author(s):

Xiaoyun Yang ◽

Yalin Zheng ◽

Musib Siddique ◽

Gareth Beddoe

Keyword(s):

Comparative Study ◽

Imbalanced Data

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Organ identification on shrimp histological images: A comparative study considering CNN and feature engineering

2018 IEEE Third Ecuador Technical Chapters Meeting (ETCM) ◽

10.1109/etcm.2018.8580315 ◽

2018 ◽

Cited By ~ 1

Author(s):

Milton Mendieta ◽

Fanny Panchana ◽

Betsy Andrade ◽

Bonny Bayot ◽

Carmen Vaca ◽

...

Keyword(s):

Comparative Study ◽

Feature Engineering ◽

Histological Images

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A comparative study of feature ranking techniques for epileptic seizure detection using wavelet transform

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2016.05.016 ◽

2016 ◽

Vol 53 ◽

pp. 163-176 ◽

Cited By ~ 22

Author(s):

R. Upadhyay ◽

P.K. Padhy ◽

P.K. Kankar

Keyword(s):

Wavelet Transform ◽

Comparative Study ◽

Epileptic Seizure ◽

Seizure Detection ◽

Feature Ranking ◽

Epileptic Seizure Detection

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A Proposal to Automate Seizure Detection based on a Comparative Study of EEG Signal Analysis

International Journal of Computer Applications ◽

10.5120/ijca2017915637 ◽

2017 ◽

Vol 176 (7) ◽

pp. 22-27

Author(s):

Hrishikesh Telang ◽

Shreya More ◽

Yatri Modi ◽

Ruhina Karani

Keyword(s):

Comparative Study ◽

Signal Analysis ◽

Seizure Detection ◽

Eeg Signal ◽

Eeg Signal Analysis

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