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Scopus Author ID: 54384474400
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Works (22)

Deep Learning for Generating Synthetic Traffic Data

2024 | Book chapter
DOI: 10.1007/978-981-97-3305-7_36
Contributors: Summrina Kanwal; Slawomir Nowaczyk; Mahmoud Rahat; Jens Lundström; Faiza Khan
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Entropy and Memory Aware Active Transfer Learning in Smart Sensing Systems

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3412653
Contributors: Umair Alam; Asma Ahmad Farhan; Summrina Kanwal; Nasser Allheeib
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A hybrid dependency-based approach for Urdu sentiment analysis

Scientific Reports
2023 | Journal article
DOI: 10.1038/S41598-023-48817-8
WOSUID: WOS:001126179100033
Contributors: Sehar, Urooba; Kanwal, Summrina; Allheeib, Nasser I.; Almari, Sultan; Khan, Faiza; Dashtipur, Kia; Gogate, Mandar; Khashan, Osama A.
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An Intelligent Heart Disease Prediction Framework Using Machine Learning and Deep Learning Techniques

International Journal of Data Warehousing and Mining
2023-11-17 | Journal article
DOI: 10.4018/IJDWM.333862
Contributors: Nasser Allheeib; Summrina Kanwal; Sultan Alamri
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A Knowledge-Based AI Framework for Mobility as a Service

Sustainability
2023-02-02 | Journal article
DOI: 10.3390/su15032717
Contributors: Enayat Rajabi; Sławomir Nowaczyk; Sepideh Pashami; Magnus Bergquist; Geethu Susan Ebby; Summrina Wajid
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A Hybrid Dependency-Based Approach for Urdu Sentiment Analysis

ResearchSquare
2022 | Other
DOI: 10.21203/rs.3.rs-1835013
EID:

2-s2.0-85136887789
Contributors: Sehar, U.; Kanwal, S.; Dashtipur, K.; Gogate, M.; Khan, F.
Source: Self-asserted source
Summrina via Scopus - Elsevier

A multimodal deep learning infused with artificial algae algorithm – An architecture of advanced E-health system for cancer prognosis prediction

Journal of King Saud University - Computer and Information Sciences
2022 | Journal article
DOI: 10.1016/j.jksuci.2022.03.011
EID:

2-s2.0-85127340119

Part of ISSN: 22131248 13191578
Contributors: Kanwal, S.; Khan, F.; Alamri, S.
Source: Self-asserted source
Summrina via Scopus - Elsevier

COVID-opt-aiNet: A clinical decision support system for COVID-19 detection

International Journal of Imaging Systems and Technology
2022 | Journal article
DOI: 10.1002/ima.22695
EID:

2-s2.0-85122163535

Part of ISSN: 10981098 08999457
Contributors: Kanwal, S.; Khan, F.; Alamri, S.; Dashtipur, K.; Gogate, M.
Source: Self-asserted source
Summrina via Scopus - Elsevier

Energy Management in Smart Buildings and Homes: Current Approaches, a Hypothetical Solution, and Open Issues and Challenges

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3092304
Contributors: Usama Mir; Ubaid Abbasi; Talha Mir; Summrina Kanwal; Sultan Alamri
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Feature selection using artificial immune network: An approach for software defect prediction

Intelligent Automation and Soft Computing
2021 | Journal article
DOI: 10.32604/iasc.2021.018405
EID:

2-s2.0-85109880315

Part of ISSN: 2326005X 10798587
Contributors: Mumtaz, B.; Kanwal, S.; Alamri, S.; Khan, F.
Source: Self-asserted source
Summrina via Scopus - Elsevier

Urdu Sentiment Analysis via Multimodal Data Mining Based on Deep Learning Algorithms

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3122025
Contributors: Urooba Sehar; Summrina Kanwal; Kia Dashtipur; Usama Mir; Ubaid Abbasi; Faiza Khan
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Novel Artificial Immune Networks-based optimization of shallow machine learning (ML) classifiers

Expert Systems with Applications
2021-03 | Journal article
DOI: 10.1016/j.eswa.2020.113834
Contributors: Summrina Kanwal; Amir Hussain; Kaizhu Huang
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A Novel Fuzzy Multilayer Perceptron (F-MLP) for the Detection of Irregularity in Skin Lesion Border Using Dermoscopic Images

Frontiers in Medicine
2020 | Journal article
DOI: 10.3389/fmed.2020.00297
EID:

2-s2.0-85084920768

Part of ISSN: 2296858X
Contributors: Ali, A.-R.; Li, J.; Kanwal, S.; Yang, G.; Hussain, A.; Jane O'Shea, S.
Source: Self-asserted source
Summrina via Scopus - Elsevier

Hyper-Parameter Optimization of Classifiers, Using an Artificial Immune Network and Its Application to Software Bug Prediction

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2968362
Contributors: Faiza Khan; Summrina Kanwal; Sultan Alamri; Bushra Mumtaz
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Speech enhancement based on adaptive noise cancellation and Particle Swarm Optimization

Journal of Computer Science
2019 | Journal article
DOI: 10.3844/jcssp.2019.691.701
EID:

2-s2.0-85067294771

Part of ISSN: 15493636
Contributors: Taha, T.M.F.; Wajid, S.K.; Hussain, A.
Source: Self-asserted source
Summrina via Scopus - Elsevier

Three-Dimensional Local Energy-Based Shape Histogram (3D-LESH): A Novel Feature Extraction Technique

Expert Systems with Applications
2018 | Journal article
DOI: 10.1016/j.eswa.2017.11.057
EID:

2-s2.0-85049309695

Part of ISSN: 09574174
Contributors: Wajid, S.K.; Hussain, A.; Huang, K.
Source: Self-asserted source
Summrina via Scopus - Elsevier

Lung cancer detection using Local Energy-based Shape Histogram (LESH) feature extraction and cognitive machine learning techniques

Proceedings of 2016 IEEE 15th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2016
2017 | Conference paper
DOI: 10.1109/ICCI-CC.2016.7862060
EID:

2-s2.0-85016209357
Contributors: Wajid, S.K.; Hussain, A.; Huang, K.; Boulila, W.
Source: Self-asserted source
Summrina via Scopus - Elsevier

Machine learning based computer-aided diagnosis of liver tumours

Proceedings of 2017 IEEE 16th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2017
2017 | Conference paper
DOI: 10.1109/ICCI-CC.2017.8109742
EID:

2-s2.0-85040594931
Contributors: Ali, L.; Khelil, K.; Wajid, S.K.; Hussain, Z.U.; Shah, M.A.; Howard, A.; Adeel, A.; Shah, A.A.; Sudhakar, U.; Howard, N. et al.
Source: Self-asserted source
Summrina via Scopus - Elsevier

An investigation of machine learning and neural computation paradigms in the design of clinical decision support systems (CDSSs)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
DOI: 10.1007/978-3-319-49685-6_6
EID:

2-s2.0-84997269590

Part of ISSN: 16113349 03029743
Contributors: Wajid, S.K.; Hussain, A.; Luo, B.; Huang, K.
Source: Self-asserted source
Summrina via Scopus - Elsevier

An efficient computer aided decision support system for breast cancer diagnosis using Echo State Network classifier

IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings
2015 | Conference paper
DOI: 10.1109/CICARE.2014.7007829
EID:

2-s2.0-84922569333
Contributors: Wajid, S.K.; Hussain, A.; Luo, B.
Source: Self-asserted source
Summrina via Scopus - Elsevier

Local energy-based shape histogram feature extraction technique for breast cancer diagnosis

Expert Systems with Applications
2015 | Journal article
DOI: 10.1016/j.eswa.2015.04.057
EID:

2-s2.0-84930644499

Part of ISSN: 09574174
Contributors: Wajid, S.K.; Hussain, A.
Source: Self-asserted source
Summrina via Scopus - Elsevier

A comparison of SVM kernel functions for breast cancer detection

Proceedings - 2011 8th International Conference on Computer Graphics, Imaging and Visualization, CGIV 2011
2011 | Conference paper
DOI: 10.1109/CGIV.2011.31
EID:

2-s2.0-80755158945
Contributors: Hussain, M.; Wajid, S.K.; Elzaart, A.; Berbar, M.
Source: Self-asserted source
Summrina via Scopus - Elsevier

Peer review (15 reviews for 4 publications/grants)

Review activity for Artificial intelligence review. (1)
Review activity for Cognitive computation. (7)
Review activity for Expert systems with applications. (4)
Review activity for International journal of imaging systems and technology. (3)
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