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Lamia AbedNoor Muhammed
Professor
1966
Female
Iraqi
PhD
Academic Title
Professor
Major
Computer Science
Specialty
Artificial Intelligence
Personal Email
lamia.abed@qu.edu.iq
College / Center
College of Computer Science and Information Technology
Department
computer sciences
Mother Language
Arabic
Other Languages
English
Work Email
lamia.abed@qu.edu.iq
Updated at
05/05/2024 Sun 11:01 p.m.
Publications
25
Vertical federated learning with k-means and k-mode
AIP Conference Proceedings
Vol. 3009
Issue 1
1
2024
Vertical federated learning with k-means and k-mode
Researchers
Lamia AbedNoor Muhammed
Journal
AIP Conference Proceedings
Volume
3009
Issue
1
Pages
1
Book
0
Date
14/02/2024
Publication URL
https://pubs.aip.org/aip/acp/article-abstract/3009/1/020020/3265152/Vertical-federated-learning-with-k-means-and-k?redirectedFrom=fulltext
Exploring the Impact of Image Quality on Convolutional Neural Networks: A Study on Noise, Blur, and Contrast
2023 International Conference of Computer Science and Information Technology (ICOSNIKOM)
Issue 1
1
2023
Exploring the Impact of Image Quality on Convolutional Neural Networks: A Study on Noise, Blur, and Contrast
Researchers
Lamia AbedNoor Muhammed
Journal
2023 International Conference of Computer Science and Information Technology (ICOSNIKOM)
Issue
1
Pages
1
Book
0
Date
26/12/2023
Publication URL
https://ieeexplore.ieee.org/abstract/document/10364394
Analysis of Image Quality Assessment Methods and Metrics: A Comprehensive Review
Journal of Al-Qadisiyah for computer science and mathematics
Vol. 15
Issue 3
195–107
2023
Analysis of Image Quality Assessment Methods and Metrics: A Comprehensive Review
Researchers
Lamia AbedNoor Muhammed
Journal
Journal of Al-Qadisiyah for computer science and mathematics
Volume
15
Issue
3
Pages
195–107
Book
0
Date
30/09/2023
Publication URL
https://jqcsm.qu.edu.iq/index.php/journalcm/article/view/1275
A Review of the Overfitting Problem in Convolution Neural Network and Remedy Approaches
Journal of Al-Qadisiyah for computer science and mathematicsPerformance of K-means algorithm based an ensemble learning
Vol. 15
Issue 2
1155–165
2023
A Review of the Overfitting Problem in Convolution Neural Network and Remedy Approaches
Researchers
Lamia AbedNoor Muhammed
Journal
Journal of Al-Qadisiyah for computer science and mathematicsPerformance of K-means algorithm based an ensemble learning
Volume
15
Issue
2
Pages
1155–165
Book
0
Date
24/09/2023
Publication URL
https://scholar.google.com/citations?view_op=view_citation&hl=en&user=FC2qNC0AAAAJ&citation_for_view=FC2qNC0AAAAJ:4DMP91E08xMC
Detection of Fabricated Survey Data using Clustering Analysis
2023 International Conference on Information Technology (ICIT)
0
2023
Detection of Fabricated Survey Data using Clustering Analysis
Researchers
Lamia AbedNoor Muhammed
Journal
2023 International Conference on Information Technology (ICIT)
Pages
0
Book
0
Date
29/08/2023
Publication URL
https://ieeexplore.ieee.org/abstract/document/10225779
Role of data normalization in k-means algorithm results
AIP Conference Proceedings
Vol. 2591
Issue 1
1
2023
Role of data normalization in k-means algorithm results
Researchers
Lamia AbedNoor Muhammed
Journal
AIP Conference Proceedings
Volume
2591
Issue
1
Pages
1
Book
0
Date
29/03/2023
Publication URL
https://pubs.aip.org/aip/acp/article-abstract/2591/1/030011/2880300/Role-of-data-normalization-in-k-means-algorithm
Anomaly Detection of ECG Signals using Attention-derived Convolutional Long Short-term Memory
2022 International Conference on Data Science and Intelligent Computing (ICDSIC)
0
2023
Anomaly Detection of ECG Signals using Attention-derived Convolutional Long Short-term Memory
Researchers
Lamia AbedNoor Muhammed
Journal
2022 International Conference on Data Science and Intelligent Computing (ICDSIC)
Pages
0
Book
0
Date
27/03/2023
Publication URL
https://ieeexplore.ieee.org/abstract/document/10076189
Mining Distributed Data using Vertical Federated Learning Review
2023 International Conference on Information Technology (ICIT)
Vol. 14
Issue 4
1-11
2022
Mining Distributed Data using Vertical Federated Learning Review
Researchers
Lamia AbedNoor Muhammed
Journal
2023 International Conference on Information Technology (ICIT)
Volume
14
Issue
4
Pages
1-11
Book
0
Date
12/12/2022
Publication URL
https://scholar.google.com/citations?view_op=view_citation&hl=en&user=FC2qNC0AAAAJ&citation_for_view=FC2qNC0AAAAJ:YOwf2qJgpHMC
Educational Data Mining: Analyzing Teacher Behavior based Student's Performance
2021 4th International Conference of Computer and Informatics Engineering (IC2IE)
Vol. 2591
Issue 1
181-185
2021
Educational Data Mining: Analyzing Teacher Behavior based Student's Performance
Researchers
Lamia AbedNoor Muhammed
Journal
2021 4th International Conference of Computer and Informatics Engineering (IC2IE)
Volume
2591
Issue
1
Pages
181-185
Book
0
Date
27/12/2021
Publication URL
https://ieeexplore.ieee.org/abstract/document/9649366
A Convolutional Neural Network for Arrhythmia Classification: A Review
2021 8th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)
0
2021
A Convolutional Neural Network for Arrhythmia Classification: A Review
Researchers
Lamia AbedNoor Muhammed
Journal
2021 8th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)
Pages
0
Book
0
Date
06/12/2021
Publication URL
https://ieeexplore.ieee.org/abstract/document/9624304
Arrhythmia Classification Using One Dimensional Conventional Neural Network
Int. J. Advance Soft Compu. Appl
Vol. 132591
Issue 3
42
2021
Arrhythmia Classification Using One Dimensional Conventional Neural Network
Researchers
Lamia AbedNoor Muhammed
Journal
Int. J. Advance Soft Compu. Appl
Volume
132591
Issue
3
Pages
42
Book
0
Date
29/11/2021
Publication URL
https://ijasca.zuj.edu.jo/Volumes.aspx
Diabetic retinopathy diagnosis based on convolutional neural network
Journal of Physics: Conference Series
Vol. 1999
Issue 1
173-177
2021
Diabetic retinopathy diagnosis based on convolutional neural network
Researchers
Lamia AbedNoor Muhammed
Journal
Journal of Physics: Conference Series
Volume
1999
Issue
1
Pages
173-177
Book
0
Date
21/09/2021
Publication URL
https://iopscience.iop.org/article/10.1088/1742-6596/1999/1/012117/meta
Performance of K-means algorithm based an ensemble learning
Performance of K-means algorithm based an ensemble learning
Vol. 11
Issue 1
1
2021
Performance of K-means algorithm based an ensemble learning
Researchers
Lamia AbedNoor Muhammed
Journal
Performance of K-means algorithm based an ensemble learning
Volume
11
Issue
1
Pages
1
Book
0
Date
02/01/2021
Publication URL
https://beei.org/index.php/EEI/article/view/3550
Statistical Texture Descriptor based Local features
Journal of Iraqi Al-Khwarizmi Society (JIKhS)
Vol. 2
Issue 2
26-32
2018
Statistical Texture Descriptor based Local features
Researchers
Lamia AbedNoor Muhammed
Journal
Journal of Iraqi Al-Khwarizmi Society (JIKhS)
Volume
2
Issue
2
Pages
26-32
Book
0
Date
01/12/2018
Publication URL
https://www.researchgate.net/profile/Rafeef-Alkhafajy/publication/355482805_Statistical_Texture_Descriptor_based_Local_features/links/6174156b0be8ec17a9188213/Statistical-Texture-Descriptor-based-Local-features.pdf
Localizing optic disc in retinal image automatically with entropy based algorithm
International journal of biomedical imaging
Vol. 2018
Issue 1
173-177
2018
Localizing optic disc in retinal image automatically with entropy based algorithm
Researchers
Lamia AbedNoor Muhammed
Journal
International journal of biomedical imaging
Volume
2018
Issue
1
Pages
173-177
Book
0
Date
06/02/2018
Publication URL
https://www.hindawi.com/journals/ijbi/2018/2815163/
Description
journal in Q1
Predictive Model based on Logical Analysis of Data
Journal of AL-Qadisiyah for computer science and mathematics
Vol. 6
Issue 1
52-56
2017
Predictive Model based on Logical Analysis of Data
Researchers
Lamia AbedNoor Muhammed
Journal
Journal of AL-Qadisiyah for computer science and mathematics
Volume
6
Issue
1
Pages
52-56
Book
0
Date
15/08/2017
Publication URL
https://jqcsm.qu.edu.iq/index.php/journalcm/article/view/125
Modify Initialization k-means Clustering Algorithm to Generate Initial Centroids
Journal of AL-Qadisiyah for computer science and mathematics
Vol. 6
Issue 2
176-185
2017
Modify Initialization k-means Clustering Algorithm to Generate Initial Centroids
Researchers
Lamia AbedNoor Muhammed
Journal
Journal of AL-Qadisiyah for computer science and mathematics
Volume
6
Issue
2
Pages
176-185
Book
0
Date
14/08/2017
Publication URL
https://jqcsm.qu.edu.iq/index.php/journalcm/article/view/117
Impact of image contrast on the number of clusters with k-means algorithm
Int. J. Electron. Telecommun
Vol. 7
Issue 2
122-125
2016
Impact of image contrast on the number of clusters with k-means algorithm
Researchers
Lamia AbedNoor Muhammed
Journal
Int. J. Electron. Telecommun
Volume
7
Issue
2
Pages
122-125
Book
0
Date
01/05/2016
Publication URL
https://ijecce.org/administrator/components/com_jresearch/files/publications/IJECCE_3831_FINAL.pdf
UNCOVERING FEATURES NOISE WITH K-MEANS ALGORITHM USING ENTROPY MEASURE
International Journal of Scientific Research Engineering & Technology (IJSRET)
Vol. 5
Issue 2
202-205
2016
UNCOVERING FEATURES NOISE WITH K-MEANS ALGORITHM USING ENTROPY MEASURE
Researchers
Lamia AbedNoor Muhammed
Journal
International Journal of Scientific Research Engineering & Technology (IJSRET)
Volume
5
Issue
2
Pages
202-205
Book
0
Date
01/04/2016
Publication URL
https://www.ijsret.org/volume5_issue4.html
Using Data Mining technique to diagnosis heart disease
Ieeexplore
Issue 1
173-177
2012
Using Data Mining technique to diagnosis heart disease
Researchers
Lamia AbedNoor Muhammed
Journal
Ieeexplore
Issue
1
Pages
173-177
Book
0
Date
31/12/2012
Publication URL
https://ieeexplore.ieee.org/abstract/document/6396533
Description
conference paper
Relationship between disparities of produced values from Aggregate Functions and Bayes Factor
journal of al-qadisiyah for pure science (quarterly)
Vol. 10
Issue 1
103-112
2010
Relationship between disparities of produced values from Aggregate Functions and Bayes Factor
Researchers
Lamia AbedNoor Muhammed
Journal
journal of al-qadisiyah for pure science (quarterly)
Volume
10
Issue
1
Pages
103-112
Book
0
Date
28/03/2010
Publication URL
https://www.iasj.net/iasj/download/12b566e64fb08aa1
Aggregation is one of the Challenges in Learning Probabilistic Relational Models
https://www.iasj.net/iasj/download/54bb8e19f4c29f1f
Vol. 12
Issue 3
0
2008
Aggregation is one of the Challenges in Learning Probabilistic Relational Models
Researchers
Lamia AbedNoor Muhammed
Journal
https://www.iasj.net/iasj/download/54bb8e19f4c29f1f
Volume
12
Issue
3
Pages
0
Book
0
Date
01/04/2008
Publication URL
https://www.researchgate.net/publication/318402936_Disparity_of_produced_values_from_Aggregate_Functions
Apply Genetic Algorithm To Generate Association Rule
مجلة القادسية للعلوم الصرفة المجلد (21) العدد (2) لسنة 1002
Vol. 21
Issue 2
103-112
2007
Apply Genetic Algorithm To Generate Association Rule
Researchers
Lamia AbedNoor Muhammed
Journal
مجلة القادسية للعلوم الصرفة المجلد (21) العدد (2) لسنة 1002
Volume
21
Issue
2
Pages
103-112
Book
0
Date
01/07/2007
Publication URL
https://www.iasj.net/iasj/article/129299
Apply Genetic Algorithm To Generate Association Rule
مجلة القادسية للعلوم الصرفة المجلد (21) العدد (2) لسنة 1002
Vol. 21
Issue 2
103-112
2007
Apply Genetic Algorithm To Generate Association Rule
Researchers
Lamia AbedNoor Muhammed
Journal
مجلة القادسية للعلوم الصرفة المجلد (21) العدد (2) لسنة 1002
Volume
21
Issue
2
Pages
103-112
Book
0
Date
01/07/2007
Publication URL
https://www.iasj.net/iasj/article/129299
Disparity of produced values from Aggregate Functions
Al-Qadisiyah Journal of Pure Science
Vol. 12
Issue 3
0
2007
Disparity of produced values from Aggregate Functions
Researchers
Lamia AbedNoor Muhammed
Journal
Al-Qadisiyah Journal of Pure Science
Volume
12
Issue
3
Pages
0
Book
0
Date
01/07/2007
Publication URL
https://www.iasj.net/iasj/download/ef4aad29fecd9511
Links
4
Google Scholar
https://scholar.google.com/citations?user=FC2qNC0AAAAJ&hl=en
Research Gate
https://www.researchgate.net/profile/Lamia-Muhammed
ORCID ID
https://orcid.org/0000-0003-3547-3417
Linkedin
https://www.linkedin.com/in/lamia-abednoor-688371177?originalSubdomain=iq
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Direct Link to this page (Arabic)