Personal information

Emails & domains

Verified email domains

Other IDs

Scopus Author ID: 54973804500
ResearcherID: D-1258-2015

Keywords

machine learning, computational intelligence, artificial neural network, biomedical, bioinformatics, pattern recognition, feature extraction

Countries

Indonesia

Activities

Collapse all

Employment (1)

Universitas Negeri Surabaya: Surabaya, ID

2005-01-01 to present (Data Science)
Employment
Source: Self-asserted source
Elly Matul Imah

Education and qualifications (1)

Universitas Indonesia: Depok, Jawa Barat, ID

2010-08-01 to 2014-06-03 | PhD (Computer Science)
Education
Source: Self-asserted source
Elly Matul Imah

Works (42)

Detection method of viral pneumonia imaging features based on CT scan images in COVID-19 case study

MethodsX
2024 | Journal article
DOI: 10.1016/j.mex.2023.102507
EID:

2-s2.0-85181015778

Part of ISSN: 22150161
Contributors: Hermawati, F.A.; Trilaksono, B.R.; Nugroho, A.S.; Imah, E.M.; Lukas; Kamelia, T.; Mengko, T.L.E.R.; Handayani, A.; Sugijono, S.E.; Zulkarnaien, B. et al.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Violent crowd flow detection from surveillance cameras using deep transfer learning–gated recurrent unit

ETRI Journal
2024-08 | Journal article
DOI: 10.4218/etrij.2023-0222
Contributors: Elly Matul Imah; Riskyana Dewi Intan Puspitasari
Source: check_circle
Crossref

Detection Method of Viral Pneumonia Imaging Features Based on Ct Scan Images in Covid-19 Case Study

SSRN
2023 | Other
DOI: 10.2139/ssrn.4568261
EID:

2-s2.0-85171877028

Part of ISSN: 15565068
Contributors: Hermawati, F.A.; Trilaksono, B.R.; Nugroho, A.S.; Imah, E.M.; Lukas; Kamelia, T.; Mengko, T.L.E.R.; Handayani, A.; Sugijono, S.E.; Zulkarnaien, B. et al.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Trend and Visualization of Artificial Intelligence Research in the Last 10 Years

TEM Journal
2023 | Journal article
DOI: 10.18421/TEM122-38
EID:

2-s2.0-85161558537

Part of ISSN: 22178333 22178309
Contributors: Prahani, B.K.; Imah, E.M.; Maureen, I.Y.; Rakhmawati, L.; Saphira, H.V.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Tweets Emotions Analysis of Community Activities Restriction as COVID-19 Policy in Indonesia Using Support Vector Machine

CommIT Journal
2023 | Journal article
DOI: 10.21512/commit.v17i1.8189
EID:

2-s2.0-85160946542

Part of ISSN: 24607010 19792484
Contributors: Sutranggono, A.N.; Imah, E.M.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

A Comparative Study of Deep Transfer Learning Algorithm for Cheating Detection in the Exam Based on Surveillance Camera Recording

2023-10-24 | Conference paper
DOI: 10.1145/3626641.3626933
Contributors: Elly Matul Imah; Riskyana Dewi Intan Puspitasari; Fadhilah Qalbi Annisa; Hasanuddin Al Habib
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Child Violence Detection in Surveillance Video Using Deep Transfer Learning and Ensemble Decision Fusion Learning

International Journal of Intelligent Engineering and Systems
2022 | Journal article
DOI: 10.22266/ijies2022.0630.38
EID:

2-s2.0-85130022973

Part of ISSN: 21853118 2185310X
Contributors: Imah, E.M.; Karisma
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Comparison of feature extraction for noise-robust gamelan tone signal recognition

Procedia Computer Science
2022 | Conference paper
DOI: 10.1016/j.procs.2022.12.186
EID:

2-s2.0-85163838556

Part of ISSN: 18770509
Contributors: Puspitasari, R.D.I.; Wintarti, A.; Imah, E.M.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Detecting violent scenes in movies using Gated Recurrent Units and Discrete Wavelet Transform

Register: Jurnal Ilmiah Teknologi Sistem Informasi
2022 | Journal article
DOI: 10.26594/register.v8i2.2541
EID:

2-s2.0-85141356678

Part of ISSN: 25023357 25030477
Contributors: Imah, E.M.; Laksono, I.K.; Karisma, K.; Wintarti, A.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Error Analysis of Dyslexic Student’s Solution on Fraction Operation Tasks

Mathematics Teaching-Research Journal
2022 | Journal article
EID:

2-s2.0-85130027530

Part of ISSN: 25734377
Contributors: Ekawati, R.; Imah, E.M.; Amin, S.M.; Kohar, A.W.; Nisa, K.; Prahmana, R.C.I.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Violent Videos Classification Using Wavelet and Support Vector Machine

9th International Conference on ICT for Smart Society: Recover Together, Recover Stronger and Smarter Smartization, Governance and Collaboration, ICISS 2022 - Proceeding
2022 | Conference paper
DOI: 10.1109/ICISS55894.2022.9915100
EID:

2-s2.0-85141356379

Part of ISBN: 9781665471350
Contributors: Wintarti, A.; Dewi Intan Puspitasari, R.; Matul Imah, E.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

A Comparative Analysis of Machine Learning Methods for Joint Attention Classification in Autism Spectrum Disorder Using Electroencephalography Brain Computer Interface

International Journal of Intelligent Engineering and Systems
2021 | Journal article
DOI: 10.22266/ijies2021.0630.34
EID:

2-s2.0-85106640226

Part of ISSN: 21853118 2185310X
Contributors: Imah, E.M.; Dewi, E.S.; Asto Buditjahjanto, I.G.P.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Schizophrenia Detection Based on Electroencephalogram Using Support Vector Machine

8th International Conference on ICT for Smart Society: Digital Twin for Smart Society, ICISS 2021 - Proceeding
2021 | Conference paper
DOI: 10.1109/ICISS53185.2021.9533200
EID:

2-s2.0-85116096268
Contributors: Laksono, I.K.; Imah, E.M.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Violence Classification Using Support Vector Machine and Deep Transfer Learning Feature Extraction

Proceedings - 2021 International Seminar on Intelligent Technology and Its Application: Intelligent Systems for the New Normal Era, ISITIA 2021
2021 | Conference paper
DOI: 10.1109/ISITIA52817.2021.9502253
EID:

2-s2.0-85114643731
Contributors: Karisma; Imah, E.M.; Wintarti, A.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Predicting Protein-Ligand Binding Site for Drug Design Using Context Relevant Self Organizing Maps (CRSOM)

International Journal of Intelligent Engineering and Systems
2020 | Journal article
DOI: 10.22266/ijies2020.1231.02
EID:

2-s2.0-85103630235

Part of ISSN: 21853118 2185310X
Contributors: Imah, E.M.; Wulandari, A.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Classification of Emotional State Based on EEG Signal using AMGLVQ

Procedia Computer Science
2019 | Conference paper
DOI: 10.1016/j.procs.2019.09.013
EID:

2-s2.0-85073097099

Part of ISSN: 18770509
Contributors: Masruroh, A.H.; Imah, E.M.; Rahmawati, E.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

STUDENTS’ COGNITIVE PROCESSES IN SOLVING PROBLEM RELATED TO THE CONCEPT OF AREA CONSERVATION

Journal on Mathematics Education
2019-01-01 | Journal article
DOI: 10.22342/jme.10.1.6339.21-36
Contributors: Rooselyna Ekawati; Ahmad Wachidul Kohar; Elly Matul Imah; Siti Maghfirotun Amin; Shofan Fiangga
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Automation animal tracker using complex value neural network

MATEC Web of Conferences
2018 | Conference paper
DOI: 10.1051/matecconf/201819703020
EID:

2-s2.0-85053753038

Part of ISSN: 2261236X
Contributors: Imah, E.M.; Wintarti, A.; Sulaiman, R.; Manuharawati, M.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Plant Leaf Recognition Using Competitive Based Learning Algorithm

2ND ANNUAL APPLIED SCIENCE AND ENGINEERING CONFERENCE (AASEC)
2018 | Journal article
DOI: 10.1088/1757-899X/288/1/012058
WOSUID: WOS:000431664000058
Contributors: A Wintarti; Y S Rahayu; Elly Matul Imah
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

The Classification of Diabetes Mellitus Using Kernel k-means

Mathematics, Informatics, Science and Education International Conference (miseic)
2018 | Journal article
DOI: 10.1088/1742-6596/947/1/012003
WOSUID: WOS:000431623500003
Contributors: A M Afida; E Prayitno; Z Nafisah; M Alamsyah; Elly Matul Imah
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

The Role of Refutational Text as a Conceptual Change Effort to Fix the Misconception on Addition and Subtraction of Integers

Journal of Physics: Conference Series
2018 | Conference paper
DOI: 10.1088/1742-6596/1108/1/012117
EID:

2-s2.0-85058330478

Part of ISSN: 17426596 17426588
Contributors: Retnowati, S.; Amin, S.M.; Imah, E.M.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Face Recognition Using Complex Valued Backpropagation

Jurnal Ilmu Komputer dan Informasi
2018-06-29 | Journal article
DOI: 10.21609/jiki.v11i2.617
Contributors: Zumrotun Nafisah; Febrian Rachmadi; Elly Matul Imah
Source: check_circle
Crossref

A Comparative Study of Machine Learning Algorithms for Epileptic Seizure Classification on EEG Signals

International Conference on Advanced Computer Science and Information Systems (ICACSIS)
2017 | Journal article
DOI: 10.1109/ICACSIS.2017.8355065
WOSUID: WOS:000434955800062
Contributors: Arif Widodo; Elly Matul Imah
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

A Comparative Study of PCA, FFT and Wavelet as Feature Extraction for Gamelan Tones Recognition

Advanced Science Letters
2017 | Journal article
DOI: 10.1166/AS1.2017.10563
WOSUID: WOS:000431770900081
Contributors: Elly Matul Imah
Source: check_circle
Web of Science Researcher Profile Sync

Determining Student's Single Tuition Fee Category Using Correlation Based Feature Selection and Support Vector Machine

International Conference on Advanced Computer Science and Information Systems (ICACSIS)
2017 | Journal article
DOI: 10.1109/ICACSIS.2017.8355029
WOSUID: WOS:000434955800026
Contributors: Y Anistyasari; W Yustanti; Elly Matul Imah
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

Developing Smart Telehealth System in Indonesia : Progress and Challenge

International Conference on Advanced Computer Science and Information Systems (ICACSIS)
2016 | Journal article
WOSUID: WOS:000380567700050
Contributors: Elly Matul Imah
Source: check_circle
Web of Science Researcher Profile Sync

Developing smart telehealth system in Indonesia: Progress and challenge

ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings
2016 | Conference paper
DOI: 10.1109/ICACSIS.2015.7415199
EID:

2-s2.0-84964466844
Contributors: Jatmiko, W.; Ma'Sum, M.A.; Isa, S.M.; Imah, E.M.; Rahmatullah, R.; Wiweko, B.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Integrating data selection and extreme learning machine to predict protein-ligand binding site

Contemporary Engineering Sciences
2016 | Journal article
DOI: 10.12988/ces.2016.66114
EID:

2-s2.0-84992199794
Contributors: Mahdiyah, U.; Imah, E.M.; Irawan, M.I.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier
grade
Preferred source (of 2)‎

Support vector machine with multiple kernel learning for image retrieval

Proceedings of 2015 International Conference on Information and Communication Technology and Systems, ICTS 2015
2016 | Conference paper
DOI: 10.1109/ICTS.2015.7379865
EID:

2-s2.0-84964961688
Contributors: Athoillah, M.; Irawan, M.I.; Imah, E.M.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier
grade
Preferred source (of 2)‎

Integrating Data Selection and Extreme Learning Machine for Imbalanced Data

Procedia Computer Science
2015 | Conference paper
DOI: 10.1016/j.procs.2015.07.561
EID:

2-s2.0-84948412996
Contributors: Mahdiyah, U.; Irawan, M.I.; Imah, E.M.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier
grade
Preferred source (of 2)‎

Electrocardiogram for biometrics by using adaptive multilayer generalized learning vector quantization (AMGLVQ): Integrating feature extraction and classification

International Journal on Smart Sensing and Intelligent Systems
2013 | Journal article
EID:

2-s2.0-84893024501
Contributors: Imah, E.M.; Jatmiko, W.; Basaruddin, T.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Electrocardiogram for Biometrics by using Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ): Integrating Feature Extraction and Classification

International Journal on Smart Sensing and Intelligent Systems
2013 | Journal article
WOSUID: WOS:000218249100004
Contributors: Elly Matul Imah
Source: check_circle
Web of Science Researcher Profile Sync

Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ) as new algorithm with integrating feature extraction and classification for Arrhythmia heartbeats classification

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
2012 | Conference paper
DOI: 10.1109/ICSMC.2012.6377692
EID:

2-s2.0-84872382709
Contributors: Imah, E.M.; Jatmiko, W.; Basaruddin, T.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier
grade
Preferred source (of 2)‎

Modified fuzzy-neuro generalized learning vector quantization for early detection of arrhytmias

2012 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2012 - Proceedings
2012 | Conference paper
EID:

2-s2.0-84875095288
Contributors: Akbar, M.A.; Suryana, M.E.; Imah, E.M.; Agus, I.Md.; Jatmiko, W.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Modified Fuzzy-Neuro Generalized Learning Vector Quantization for Early Detection of Arrhytmias

INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND INFORMATION SYSTEMS
2012 | Journal article
WOSUID: WOS:000319400900051
Contributors: Elly Matul Imah
Source: check_circle
Web of Science Researcher Profile Sync

A comparative study on Daubechies Wavelet Transformation, Kernel PCA and PCA as feature extractors for arrhythmia detection using SVM

IEEE Region 10 Annual International Conference, Proceedings/TENCON
2011 | Conference paper
DOI: 10.1109/TENCON.2011.6129052
EID:

2-s2.0-84856911036
Contributors: Imah, E.M.; Al Afif, F.; Ivan Fanany, M.; Jatmiko, W.; Basaruddin, T.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier
grade
Preferred source (of 2)‎

Arrhythmia heart beats classification using mahalanobis Generalized Learning Vector Quantization (Mahalanobis GLVQ)

2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation"
2011 | Conference paper
DOI: 10.1109/MHS.2011.6102208
EID:

2-s2.0-84863302173
Contributors: Matul I., E.; Setiawan, I.Md.A.; Febrian, A.; Jatmiko, W.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier
grade
Preferred source (of 2)‎

Arrhytmia classification using fuzzy-neuro generalized learning vector quantization

ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings
2011 | Conference paper
EID:

2-s2.0-84857290782
Contributors: Setiawan, I.M.A.; Imah, E.M.; Jatmiko, W.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver

2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation"
2011 | Conference paper
DOI: 10.1109/MHS.2011.6102211
EID:

2-s2.0-84863335213
Contributors: Febrian, A.; Matul I., E.; Agus S., I.Md.; Fajar, M.; Jatmiko, W.; Ramdhan, D.H.; Bowolakso, A.; Mursanto, P.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier
grade
Preferred source (of 2)‎

FNLVQ design and implementation in FPGA to estimate trichloroethylene in white mouse liver images

ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings
2011 | Conference paper
EID:

2-s2.0-84857346494
Contributors: Febrian, A.; Fajar, M.; Tawakal, M.I.; Imah, E.M.; Jatmiko, W.; Ramdani, D.H.; Bowolaksono, A.; Mursanto, P.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Heart beat classification using wavelet feature based on neural network

WSEAS Transactions on Systems
2011 | Journal article
EID:

2-s2.0-79958244880
Contributors: Jatmiko, W.; Nulad, W.P.; Elly, M.I.; Setiawan, I.M.A.; Mursanto, P.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Implementation vehicle classification on distributed traffic light control system neural network based

ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings
2011 | Conference paper
EID:

2-s2.0-84857269053
Contributors: Zaman, B.; Jatmiko, W.; Wibowo, A.; Imah, E.M.
Source: Self-asserted source
Elly Matul Imah via Scopus - Elsevier

Peer review (23 reviews for 11 publications/grants)

Review activity for Applied artificial intelligence : (1)
Review activity for Artificial intelligence in medicine. (2)
Review activity for Biomedizinische Technik. (1)
Review activity for Engineering applications of artificial intelligence. (1)
Review activity for Engineering science and technology, an international journal. (2)
Review activity for Heliyon. (1)
Review activity for IETE journal of research. (2)
Review activity for Microprocessors and microsystems. (2)
Review activity for Network (8)
Review activity for Neural computing & applications. (2)
Review activity for Neural computing & applications. (1)
How many people are using ORCID?