An Investigation of Different Machine Learning Approaches for Epileptic Seizure Detection

2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC) ◽

10.1109/iwcmc.2019.8766652 ◽

2019 ◽

Cited By ~ 5

Author(s):

Paulo Resque ◽

Alex Barros ◽

Denis Rosario ◽

Eduardo Cerqueira

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approaches ◽

Epileptic Seizure Detection

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A hybrid feature extraction and machine learning approaches for epileptic seizure detection

Multidimensional Systems and Signal Processing ◽

10.1007/s11045-019-00673-4 ◽

2019 ◽

Vol 31 (2) ◽

pp. 503-525 ◽

Cited By ~ 1

Author(s):

Dinesh Kumar Atal ◽

Mukhtiar Singh

Keyword(s):

Machine Learning ◽

Feature Extraction ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approaches ◽

Epileptic Seizure Detection ◽

Hybrid Feature Extraction

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Performance Evaluation of Machine Learning Classifiers for Epileptic Seizure Detection

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i8.122129 ◽

2019 ◽

Vol 7 (8) ◽

pp. 122-129

Author(s):

Mirwais Farahi ◽

Doreswamy .

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Machine Learning Classifiers ◽

Learning Classifiers

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A review of epileptic seizure detection using machine learning classifiers

Brain Informatics ◽

10.1186/s40708-020-00105-1 ◽

2020 ◽

Vol 7 (1) ◽

Cited By ~ 10

Author(s):

Mohammad Khubeb Siddiqui ◽

Ruben Morales-Menendez ◽

Xiaodi Huang ◽

Nasir Hussain

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Machine Learning Classifiers ◽

Learning Classifiers

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Sequential Segmentation of EEG Signals for Epileptic Seizure Detection using Machine Learning

2019 2nd International Conference on Signal Processing and Communication (ICSPC) ◽

10.1109/icspc46172.2019.8976487 ◽

2019 ◽

Author(s):

Zeba Karin Ahmad ◽

Vikram Singh ◽

Yusuf Uzzaman Khan

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Eeg Signals ◽

Epileptic Seizure Detection

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Epileptic Seizure Detection for Imbalanced Datasets Using an Integrated Machine Learning Approach

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) ◽

10.1109/embc44109.2020.9175632 ◽

2020 ◽

Author(s):

Mohammad Masum ◽

Hossain Shahriar ◽

Hisham M. Haddad

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approach ◽

Imbalanced Datasets ◽

Epileptic Seizure Detection ◽

Machine Learning Approach

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Machine learning approach for epileptic seizure detection using wavelet analysis of EEG signals

2014 International Conference on Medical Imaging, m-Health and Emerging Communication Systems (MedCom) ◽

10.1109/medcom.2014.7006043 ◽

2014 ◽

Cited By ~ 18

Author(s):

Abhishek Kumar ◽

Maheshkumar H. Kolekar

Keyword(s):

Machine Learning ◽

Wavelet Analysis ◽

Epileptic Seizure ◽

Seizure Detection ◽

Learning Approach ◽

Eeg Signals ◽

Epileptic Seizure Detection ◽

Machine Learning Approach

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A Hybrid Model (SVM-LOA) for Epileptic Seizure Detection in Long-Term EEG Records Using Machine Learning Techniques

International Journal of Intelligent Engineering and Systems ◽

10.22266/ijies2018.1031.15 ◽

2018 ◽

Vol 11 (5) ◽

pp. 162-172

Author(s):

Mona Ali ◽

◽

Mohamed Abd-Elfattah ◽

Keyword(s):

Machine Learning ◽

Hybrid Model ◽

Epileptic Seizure ◽

Seizure Detection ◽

Machine Learning Techniques ◽

Epileptic Seizure Detection ◽

Learning Techniques

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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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Epileptic Seizure Detection Using Machine Learning Techniques

Lecture Notes in Electrical Engineering - Advances in Communication and Computational Technology ◽

10.1007/978-981-15-5341-7_69 ◽

2020 ◽

pp. 919-926

Author(s):

Akshay Sreekumar ◽

A. N. Sasidhar Reddy ◽

D. Udaya Ravikanth ◽

M. Chaitanya Chowdary ◽

G. Nithin ◽

...

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Machine Learning Techniques ◽

Epileptic Seizure Detection ◽

Learning Techniques

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