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ORCIDBibTeX records: Firuz Kamalov
@article{DBLP:journals/corr/abs-2601-01927,
author = {Firuz Kamalov and
Hana Sulieman and
Witold Pedrycz},
title = {Theoretical Convergence of SMOTE-Generated Samples},
journal = {CoRR},
volume = {abs/2601.01927},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2601.01927},
doi = {10.48550/ARXIV.2601.01927},
eprinttype = {arXiv},
eprint = {2601.01927},
timestamp = {Wed, 11 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2601-01927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/DallahSZK25,
author = {Dania Dallah and
Hana Sulieman and
Ayman Al Zaatreh and
Firuz Kamalov},
title = {Empirical Evaluation of the Relative Range for Detecting Outliers},
journal = {Entropy},
volume = {27},
number = {7},
pages = {731},
year = {2025},
url = {https://doi.org/10.3390/e27070731},
doi = {10.3390/E27070731},
timestamp = {Sun, 28 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/DallahSZK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/KamalovGSE25,
author = {Firuz Kamalov and
Ikhlaas Gurrib and
Linda Smail and
Ziad El{-}Khatib},
title = {{ICAIMT:} {ART-LSTM:} Augmented Reverse Training for Data-Efficient
Time Series Forecasting},
journal = {J. Inf. Knowl. Manag.},
volume = {24},
number = {6},
year = {2025},
url = {https://doi.org/10.1142/s0219649225500625},
doi = {10.1142/S0219649225500625},
timestamp = {Tue, 03 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jikm/KamalovGSE25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Kamalov25,
author = {Firuz Kamalov},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Elliptic Separator: {A} Geometric Approach to Linear Classification},
booktitle = {Artificial Intelligence and Soft Computing - 24th International Conference,
{ICAISC} 2025, Zakopane, Poland, June 22-26, 2025, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
pages = {318--328},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-032-03708-4\_26},
doi = {10.1007/978-3-032-03708-4\_26},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Kamalov25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-20082,
author = {Firuz Kamalov and
David Santandreu Calonge and
Linda Smail and
Dilshod Azizov and
Dimple R. Thadani and
Theresa Kwong and
Amara Atif},
title = {Evolution of {AI} in Education: Agentic Workflows},
journal = {CoRR},
volume = {abs/2504.20082},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.20082},
doi = {10.48550/ARXIV.2504.20082},
eprinttype = {arXiv},
eprint = {2504.20082},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-20082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-03149,
author = {Linda Smail and
David Santandreu Calonge and
Firuz Kamalov and
Nur H. Orak},
title = {Can Large Language Models Bridge the Gap in Environmental Knowledge?},
journal = {CoRR},
volume = {abs/2508.03149},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.03149},
doi = {10.48550/ARXIV.2508.03149},
eprinttype = {arXiv},
eprint = {2508.03149},
timestamp = {Wed, 10 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-03149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-17491,
author = {Firuz Kamalov and
Mohmad Al Falasi and
Fadi A. Thabtah},
title = {Path-Weighted Integrated Gradients for Interpretable Dementia Classification},
journal = {CoRR},
volume = {abs/2509.17491},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.17491},
doi = {10.48550/ARXIV.2509.17491},
eprinttype = {arXiv},
eprint = {2509.17491},
timestamp = {Sat, 18 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-17491.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ElKhatibKMMYY24,
author = {Ziad El{-}Khatib and
Firuz Kamalov and
Sherif Moussa and
Adel Ben Mnaouer and
Mustapha C. E. Yagoub and
Halim Yanikomeroglu},
title = {Radio Modulation Classification Optimization Using Combinatorial Deep
Learning Technique},
journal = {{IEEE} Access},
volume = {12},
pages = {17552--17570},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3357628},
doi = {10.1109/ACCESS.2024.3357628},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ElKhatibKMMYY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijccbs/SethuramanMGSCK24,
author = {Sibi Chakkaravarthy Sethuraman and
Aditya Mitra and
Anisha Ghosh and
Rishita Shaw and
Aswani Kumar Cherukuri and
Firuz Kamalov},
title = {Conceptual design and implementation of {FIDO2} compatible smart medical
card for healthcare information system},
journal = {Int. J. Crit. Comput. Based Syst.},
volume = {11},
number = {1/2},
pages = {68--90},
year = {2024},
url = {https://doi.org/10.1504/IJCCBS.2024.139105},
doi = {10.1504/IJCCBS.2024.139105},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijccbs/SethuramanMGSCK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/JonnalagaddaMZK24,
author = {Annapurna Jonnalagadda and
Debdeep Mohanty and
Ashraf Zakee and
Firuz Kamalov},
title = {Modelling Data Poisoning Attacks Against Convolutional Neural Networks},
journal = {J. Inf. Knowl. Manag.},
volume = {23},
number = {2},
pages = {2450022:1--2450022:21},
year = {2024},
url = {https://doi.org/10.1142/S0219649224500229},
doi = {10.1142/S0219649224500229},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jikm/JonnalagaddaMZK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ElreedyAK24,
author = {Dina Elreedy and
Amir F. Atiya and
Firuz Kamalov},
title = {A theoretical distribution analysis of synthetic minority oversampling
technique {(SMOTE)} for imbalanced learning},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {4903--4923},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06296-4},
doi = {10.1007/S10994-022-06296-4},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ElreedyAK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socialsec/KamalovMS24,
author = {Firuz Kamalov and
Rohan Mitra and
Hana Sulieman},
editor = {Mousa Al{-}Kfairy and
Monther Aldwairi and
Kim{-}Kwang Raymond Choo and
Mohammad Tubishat and
Saed Alrabaee and
Omar Alfandi},
title = {Gamma Sampling for Intrusion Detection with Imbalanced Data},
booktitle = {Security and Privacy in Social Networks and Big Data - 10th International
Symposium, SocialSec 2024, Abu Dhabi, United Arab Emirates, November
20-22, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
pages = {107--121},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-981-96-3774-4\_7},
doi = {10.1007/978-981-96-3774-4\_7},
timestamp = {Tue, 08 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/socialsec/KamalovMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02278,
author = {Febrian Kurniawan and
Gandeva Bayu Satrya and
Firuz Kamalov},
title = {Lightweight Fish Classification Model for Sustainable Marine Management:
Indonesian Case},
journal = {CoRR},
volume = {abs/2401.02278},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02278},
doi = {10.48550/ARXIV.2401.02278},
eprinttype = {arXiv},
eprint = {2401.02278},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZgheibCKEA23,
author = {Rita Zgheib and
Ghazar Chahbandarian and
Firuz Kamalov and
Haythem El{-}Messiry and
Ahmed Al{-}Gindy},
title = {Towards an ML-based semantic IoT for pandemic management: {A} survey
of enabling technologies for {COVID-19}},
journal = {Neurocomputing},
volume = {528},
pages = {160--177},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.01.007},
doi = {10.1016/J.NEUCOM.2023.01.007},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZgheibCKEA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/JonnalagaddaRSCGK23,
author = {Annapurna Jonnalagadda and
Manan Rajvir and
Shovan Singh and
S. Chandramouliswaran and
Joshua George and
Firuz Kamalov},
title = {An Ensemble-Based Machine Learning Model for Emotion and Mental Health
Detection},
journal = {J. Inf. Knowl. Manag.},
volume = {22},
number = {2},
pages = {2250075:1--2250075:24},
year = {2023},
url = {https://doi.org/10.1142/S0219649222500757},
doi = {10.1142/S0219649222500757},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jikm/JonnalagaddaRSCGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/NazirMSK23,
author = {Amril Nazir and
Rohan Mitra and
Hana Sulieman and
Firuz Kamalov},
title = {Suspicious Behavior Detection with Temporal Feature Extraction and
Time-Series Classification for Shoplifting Crime Prevention},
journal = {Sensors},
volume = {23},
number = {13},
pages = {5811},
year = {2023},
url = {https://doi.org/10.3390/s23135811},
doi = {10.3390/S23135811},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/NazirMSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simpa/KamalovESC23,
author = {Firuz Kamalov and
Said Elnaffar and
Hana Sulieman and
Aswani Kumar Cherukuri},
title = {XyGen: Synthetic data generator for feature selection},
journal = {Softw. Impacts},
volume = {15},
pages = {100485},
year = {2023},
url = {https://doi.org/10.1016/j.simpa.2023.100485},
doi = {10.1016/J.SIMPA.2023.100485},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simpa/KamalovESC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/KamalovSLJE23,
author = {Firuz Kamalov and
David Santandreu and
Ho Hon Leung and
Jason Johnson and
Ziad El{-}Khatib},
title = {Leveraging computer algebra systems in calculus: a case study with
SymPy},
booktitle = {{IEEE} Global Engineering Education Conference, {EDUCON} 2023, Kuwait,
May 1-4, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/EDUCON54358.2023.10125196},
doi = {10.1109/EDUCON54358.2023.10125196},
timestamp = {Thu, 01 Jun 2023 22:26:47 +0200},
biburl = {https://dblp.org/rec/conf/educon/KamalovSLJE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/KamalovSC23,
author = {Firuz Kamalov and
Hana Sulieman and
Aswani Kumar Cherukuri},
editor = {Leszek Rutkowski and
Rafal Scherer and
Marcin Korytkowski and
Witold Pedrycz and
Ryszard Tadeusiewicz and
Jacek M. Zurada},
title = {Synthetic Data for Feature Selection},
booktitle = {Artificial Intelligence and Soft Computing - 22nd International Conference,
{ICAISC} 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
pages = {353--365},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42508-0\_32},
doi = {10.1007/978-3-031-42508-0\_32},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/KamalovSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00964,
author = {Abhiruph Chakravarty and
Jatin Karthik Tripathy and
S. Sibi Chakkaravarthy and
Aswani Kumar Cherukuri and
S. Anitha and
Firuz Kamalov and
Annapurna Jonnalagadda},
title = {e-Inu: Simulating {A} Quadruped Robot With Emotional Sentience},
journal = {CoRR},
volume = {abs/2301.00964},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00964},
doi = {10.48550/ARXIV.2301.00964},
eprinttype = {arXiv},
eprint = {2301.00964},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12462,
author = {Somya Khatri and
Aswani Kumar Cherukuri and
Firuz Kamalov},
title = {Global Pandemics Influence on Cyber Security and Cyber Crimes},
journal = {CoRR},
volume = {abs/2302.12462},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12462},
doi = {10.48550/ARXIV.2302.12462},
eprinttype = {arXiv},
eprint = {2302.12462},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18303,
author = {Firuz Kamalov and
Ikhlaas Gurrib},
title = {A New Era of Artificial Intelligence in Education: {A} Multifaceted
Revolution},
journal = {CoRR},
volume = {abs/2305.18303},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18303},
doi = {10.48550/ARXIV.2305.18303},
eprinttype = {arXiv},
eprint = {2305.18303},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hisas/ThabtahSAKWYD22,
author = {Fadi A. Thabtah and
Robinson Spencer and
Neda Abdelhamid and
Firuz Kamalov and
Carl Wentzel and
Yongsheng Ye and
Thanu Dayara},
title = {Autism screening: an unsupervised machine learning approach},
journal = {Health Inf. Sci. Syst.},
volume = {10},
number = {1},
pages = {26},
year = {2022},
url = {https://doi.org/10.1007/s13755-022-00191-x},
doi = {10.1007/S13755-022-00191-X},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hisas/ThabtahSAKWYD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/KamalovG22,
author = {Firuz Kamalov and
Ikhlaas Gurrib},
title = {Machine learning-based forecasting of significant daily returns in
foreign exchange markets},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {21},
number = {4},
pages = {465--483},
year = {2022},
url = {https://doi.org/10.1504/IJBIDM.2022.10043208},
doi = {10.1504/IJBIDM.2022.10043208},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijbidm/KamalovG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KamalovRCES22,
author = {Firuz Kamalov and
Khairan Rajab and
Aswani Kumar Cherukuri and
Ashraf Elnagar and
Murodbek Safaraliev},
title = {Deep learning for Covid-19 forecasting: State-of-the-art review},
journal = {Neurocomputing},
volume = {511},
pages = {142--154},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.09.005},
doi = {10.1016/J.NEUCOM.2022.09.005},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/KamalovRCES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/KamalovGMN22,
author = {Firuz Kamalov and
Ikhlaas Gurrib and
Sherif Moussa and
Amril Nazir},
editor = {De{-}Shuang Huang and
Kang{-}Hyun Jo and
Junfeng Jing and
Prashan Premaratne and
Vitoantonio Bevilacqua and
Abir Hussain},
title = {A Comparative Study of Autoregressive and Neural Network Models: Forecasting
the {GARCH} Process},
booktitle = {Intelligent Computing Methodologies - 18th International Conference,
{ICIC} 2022, Xi'an, China, August 7-11, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
pages = {589--603},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-13832-4\_48},
doi = {10.1007/978-3-031-13832-4\_48},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icic/KamalovGMN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04631,
author = {Firuz Kamalov and
Amir F. Atiya and
Dina Elreedy},
title = {Partial Resampling of Imbalanced Data},
journal = {CoRR},
volume = {abs/2207.04631},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04631},
doi = {10.48550/ARXIV.2207.04631},
eprinttype = {arXiv},
eprint = {2207.04631},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03035,
author = {Firuz Kamalov and
Hana Sulieman and
Aswani Kumar Cherukuri},
title = {Synthetic Data for Feature Selection},
journal = {CoRR},
volume = {abs/2211.03035},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03035},
doi = {10.48550/ARXIV.2211.03035},
eprinttype = {arXiv},
eprint = {2211.03035},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RajabK21,
author = {Khairan Rajab and
Firuz Kamalov},
title = {Finite Sample Based Mutual Information},
journal = {{IEEE} Access},
volume = {9},
pages = {118871--118879},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3107031},
doi = {10.1109/ACCESS.2021.3107031},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RajabK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Kamalov21,
author = {Firuz Kamalov},
title = {Orthogonal variance decomposition based feature selection},
journal = {Expert Syst. Appl.},
volume = {182},
pages = {115191},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115191},
doi = {10.1016/J.ESWA.2021.115191},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Kamalov21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/arabwic/GurribKS21,
author = {Ikhlaas Gurrib and
Firuz Kamalov and
Linda Smail},
editor = {Manar Abu Talib and
Laila Benhlima and
Kaoutar El Maghraoui},
title = {Bitcoin Price Forecasting: Linear Discriminant Analysis with Sentiment
Evaluation},
booktitle = {ArabWIC 2021: The 7th Annual International Conference on Arab Women
in Computing in Conjunction with the 2nd Forum of Women in Research,
Sharjah, United Arab Emirates, August 25 - 26, 2021},
pages = {4:1--4:5},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3485557.3485561},
doi = {10.1145/3485557.3485561},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/arabwic/GurribKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ialp/YagiMKE21,
author = {Sane Yagi and
Youssef Mansour and
Firuz Kamalov and
Ashraf Elnagar},
editor = {Deyi Xiong and
Ridong Jiang and
Yanfeng Lu and
Minghui Dong and
Haizhou Li},
title = {Evaluation of Arabic-Based Contextualized Word Embedding Models},
booktitle = {International Conference on Asian Language Processing, {IALP} 2021,
Singapore, December 11-13, 2021},
pages = {200--206},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IALP54817.2021.9675208},
doi = {10.1109/IALP54817.2021.9675208},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ialp/YagiMKE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icecsys/KamalovNSCZ21,
author = {Firuz Kamalov and
Amril Nazir and
Murodbek Safaraliev and
Aswani Kumar Cherukuri and
Rita Zgheib},
title = {Comparative analysis of activation functions in neural networks},
booktitle = {28th {IEEE} International Conference on Electronics, Circuits, and
Systems, {ICECS} 2021, Dubai, United Arab Emirates, November 28 -
Dec. 1, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICECS53924.2021.9665646},
doi = {10.1109/ICECS53924.2021.9665646},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icecsys/KamalovNSCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/KamalovEL21,
author = {Firuz Kamalov and
Ashraf Elnagar and
Ho Hon Leung},
editor = {De{-}Shuang Huang and
Kang{-}Hyun Jo and
Jianqiang Li and
Valeriya V. Gribova and
Abir Hussain},
title = {Ensemble Learning with Resampling for Imbalanced Data},
booktitle = {Intelligent Computing Theories and Application - 17th International
Conference, {ICIC} 2021, Shenzhen, China, August 12-15, 2021, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
pages = {564--578},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84529-2\_48},
doi = {10.1007/978-3-030-84529-2\_48},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/icic/KamalovEL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/ZgheibKCL21,
author = {Rita Zgheib and
Firuz Kamalov and
Ghazar Chahbandarian and
Osman El Labban},
editor = {De{-}Shuang Huang and
Kang{-}Hyun Jo and
Jianqiang Li and
Valeriya V. Gribova and
Abir Hussain},
title = {Diagnosing {COVID-19} on Limited Data: {A} Comparative Study of Machine
Learning Methods},
booktitle = {Intelligent Computing Theories and Application - 17th International
Conference, {ICIC} 2021, Shenzhen, China, August 12-15, 2021, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
pages = {616--627},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84529-2\_52},
doi = {10.1007/978-3-030-84529-2\_52},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icic/ZgheibKCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isncc/El-KhatibKMA21,
author = {Ziad El{-}Khatib and
Firuz Kamalov and
Sherif Moussa and
Ahmed Al{-}Gindy},
title = {{RF} {LNA} with Active Inductor Linearizer for Wireless Communication},
booktitle = {International Symposium on Networks, Computers and Communications,
{ISNCC} 2021, Dubai, United Arab Emirates, October 31 - November 2,
2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISNCC52172.2021.9615834},
doi = {10.1109/ISNCC52172.2021.9615834},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isncc/El-KhatibKMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isncc/KamalovE21,
author = {Firuz Kamalov and
Ashraf Elnagar},
title = {Kernel density estimation-based sampling for neural network classification},
booktitle = {International Symposium on Networks, Computers and Communications,
{ISNCC} 2021, Dubai, United Arab Emirates, October 31 - November 2,
2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISNCC52172.2021.9615715},
doi = {10.1109/ISNCC52172.2021.9615715},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isncc/KamalovE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isncc/KamalovMEM21,
author = {Firuz Kamalov and
Sherif Moussa and
Ziad El{-}Khatib and
Adel Ben Mnaouer},
title = {Orthogonal variance-based feature selection for intrusion detection
systems},
booktitle = {International Symposium on Networks, Computers and Communications,
{ISNCC} 2021, Dubai, United Arab Emirates, October 31 - November 2,
2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISNCC52172.2021.9615656},
doi = {10.1109/ISNCC52172.2021.9615656},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isncc/KamalovMEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isncc/KamalovS21,
author = {Firuz Kamalov and
Hana Sulieman},
title = {Time series signal recovery methods: comparative study},
booktitle = {International Symposium on Networks, Computers and Communications,
{ISNCC} 2021, Dubai, United Arab Emirates, October 31 - November 2,
2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISNCC52172.2021.9615669},
doi = {10.1109/ISNCC52172.2021.9615669},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isncc/KamalovS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isncc/ZgheibCKL21,
author = {Rita Zgheib and
Ghazar Chahbandarian and
Firuz Kamalov and
Osman El Labban},
title = {Neural Networks Architecture for {COVID-19} Early Detection},
booktitle = {International Symposium on Networks, Computers and Communications,
{ISNCC} 2021, Dubai, United Arab Emirates, October 31 - November 2,
2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISNCC52172.2021.9615883},
doi = {10.1109/ISNCC52172.2021.9615883},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isncc/ZgheibCKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07824,
author = {Firuz Kamalov and
Aswani Kumar Cherukuri and
Hana Sulieman and
Fadi A. Thabtah and
Akbar Hossain},
title = {Machine learning applications for {COVID-19:} {A} state-of-the-art
review},
journal = {CoRR},
volume = {abs/2101.07824},
year = {2021},
url = {https://arxiv.org/abs/2101.07824},
eprinttype = {arXiv},
eprint = {2101.07824},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-14080,
author = {Firuz Kamalov and
Linda Smail and
Ikhlaas Gurrib},
title = {Forecasting with Deep Learning: S{\&}P 500 index},
journal = {CoRR},
volume = {abs/2103.14080},
year = {2021},
url = {https://arxiv.org/abs/2103.14080},
eprinttype = {arXiv},
eprint = {2103.14080},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-14080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-14081,
author = {Firuz Kamalov and
Linda Smail and
Ikhlaas Gurrib},
title = {Stock price forecast with deep learning},
journal = {CoRR},
volume = {abs/2103.14081},
year = {2021},
url = {https://arxiv.org/abs/2103.14081},
eprinttype = {arXiv},
eprint = {2103.14081},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-14081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14941,
author = {Firuz Kamalov and
Sherif Moussa and
Rita Zgheib and
Omar Mashaal},
title = {Feature selection for intrusion detection systems},
journal = {CoRR},
volume = {abs/2106.14941},
year = {2021},
url = {https://arxiv.org/abs/2106.14941},
eprinttype = {arXiv},
eprint = {2106.14941},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12627,
author = {Firuz Kamalov and
Sherif Moussa and
Ziad El{-}Khatib and
Adel Ben Mnaouer},
title = {Orthogonal variance-based feature selection for intrusion detection
systems},
journal = {CoRR},
volume = {abs/2110.12627},
year = {2021},
url = {https://arxiv.org/abs/2110.12627},
eprinttype = {arXiv},
eprint = {2110.12627},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12644,
author = {Firuz Kamalov and
Ashraf Elnagar},
title = {Kernel density estimation-based sampling for neural network classification},
journal = {CoRR},
volume = {abs/2110.12644},
year = {2021},
url = {https://arxiv.org/abs/2110.12644},
eprinttype = {arXiv},
eprint = {2110.12644},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amai/Kamalov20,
author = {Firuz Kamalov},
title = {Generalized feature similarity measure},
journal = {Ann. Math. Artif. Intell.},
volume = {88},
number = {9},
pages = {987--1002},
year = {2020},
url = {https://doi.org/10.1007/s10472-020-09700-8},
doi = {10.1007/S10472-020-09700-8},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amai/Kamalov20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Kamalov20,
author = {Firuz Kamalov},
title = {Kernel density estimation based sampling for imbalanced class distribution},
journal = {Inf. Sci.},
volume = {512},
pages = {1192--1201},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2019.10.017},
doi = {10.1016/J.INS.2019.10.017},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/Kamalov20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ThabtahHKG20,
author = {Fadi A. Thabtah and
Suhel Hammoud and
Firuz Kamalov and
Amanda H. Gonsalves},
title = {Data imbalance in classification: Experimental evaluation},
journal = {Inf. Sci.},
volume = {513},
pages = {429--441},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2019.11.004},
doi = {10.1016/J.INS.2019.11.004},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ThabtahHKG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ThabtahKHS20,
author = {Fadi A. Thabtah and
Firuz Kamalov and
Suhel Hammoud and
Seyed Reza Shahamiri},
title = {Least Loss: {A} simplified filter method for feature selection},
journal = {Inf. Sci.},
volume = {534},
pages = {1--15},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2020.05.017},
doi = {10.1016/J.INS.2020.05.017},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ThabtahKHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/KamalovL20,
author = {Firuz Kamalov and
Ho Hon Leung},
title = {Outlier Detection in High Dimensional Data},
journal = {J. Inf. Knowl. Manag.},
volume = {19},
number = {1},
pages = {2040013:1--2040013:16},
year = {2020},
url = {https://doi.org/10.1142/S0219649220400134},
doi = {10.1142/S0219649220400134},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jikm/KamalovL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/KamalovD20,
author = {Firuz Kamalov and
Dmitry Denisov},
title = {Gamma distribution-based sampling for imbalanced data},
journal = {Knowl. Based Syst.},
volume = {207},
pages = {106368},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.106368},
doi = {10.1016/J.KNOSYS.2020.106368},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/KamalovD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/Kamalov20,
author = {Firuz Kamalov},
title = {Forecasting significant stock price changes using neural networks},
journal = {Neural Comput. Appl.},
volume = {32},
number = {23},
pages = {17655--17667},
year = {2020},
url = {https://doi.org/10.1007/s00521-020-04942-3},
doi = {10.1007/S00521-020-04942-3},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/Kamalov20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccci/KamalovL20,
author = {Firuz Kamalov and
Ho Hon Leung},
title = {Deep learning regularization in imbalanced data},
booktitle = {International Conference on Communications, Computing, Cybersecurity,
and Informatics, {CCCI} 2020, Sharjah, United Arab Emirates, November
3-5, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CCCI49893.2020.9256674},
doi = {10.1109/CCCI49893.2020.9256674},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccci/KamalovL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscid/KamalovMZM20,
author = {Firuz Kamalov and
Sherif Moussa and
Rita Zgheib and
Omar Mashaal},
title = {Feature selection for intrusion detection systems},
booktitle = {13th International Symposium on Computational Intelligence and Design,
{ISCID} 2020, Hangzhou, China, December 12-13, 2020},
pages = {265--269},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISCID51228.2020.00065},
doi = {10.1109/ISCID51228.2020.00065},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscid/KamalovMZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscid/KamalovSG20,
author = {Firuz Kamalov and
Linda Smail and
Ikhlaas Gurrib},
title = {Forecasting with Deep Learning: S{\&}P 500 index},
booktitle = {13th International Symposium on Computational Intelligence and Design,
{ISCID} 2020, Hangzhou, China, December 12-13, 2020},
pages = {422--425},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISCID51228.2020.00102},
doi = {10.1109/ISCID51228.2020.00102},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscid/KamalovSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10065,
author = {Firuz Kamalov and
Ikhlaas Gurrib},
title = {Machine learning based forecasting of significant daily returns in
foreign exchange markets},
journal = {CoRR},
volume = {abs/2009.10065},
year = {2020},
url = {https://arxiv.org/abs/2009.10065},
eprinttype = {arXiv},
eprint = {2009.10065},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10343,
author = {Firuz Kamalov and
Dmitry Denisov},
title = {Gamma distribution-based sampling for imbalanced data},
journal = {CoRR},
volume = {abs/2009.10343},
year = {2020},
url = {https://arxiv.org/abs/2009.10343},
eprinttype = {arXiv},
eprint = {2009.10343},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03681,
author = {Firuz Kamalov and
Ho Hon Leung},
title = {Outlier Detection in High Dimensional Data},
journal = {CoRR},
volume = {abs/1909.03681},
year = {2019},
url = {http://arxiv.org/abs/1909.03681},
eprinttype = {arXiv},
eprint = {1909.03681},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07842,
author = {Firuz Kamalov},
title = {{KDE} sampling for imbalanced class distribution},
journal = {CoRR},
volume = {abs/1910.07842},
year = {2019},
url = {http://arxiv.org/abs/1910.07842},
eprinttype = {arXiv},
eprint = {1910.07842},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-07842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09851,
author = {Firuz Kamalov},
title = {Orthogonal variance decomposition based feature selection},
journal = {CoRR},
volume = {abs/1910.09851},
year = {2019},
url = {http://arxiv.org/abs/1910.09851},
eprinttype = {arXiv},
eprint = {1910.09851},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-08791,
author = {Firuz Kamalov},
title = {Forecasting significant stock price changes using neural networks},
journal = {CoRR},
volume = {abs/1912.08791},
year = {2019},
url = {http://arxiv.org/abs/1912.08791},
eprinttype = {arXiv},
eprint = {1912.08791},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-08791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/ThabtahKR18,
author = {Fadi A. Thabtah and
Firuz Kamalov and
Khairan Rajab},
title = {A new computational intelligence approach to detect autistic features
for autism screening},
journal = {Int. J. Medical Informatics},
volume = {117},
pages = {112--124},
year = {2018},
url = {https://doi.org/10.1016/j.ijmedinf.2018.06.009},
doi = {10.1016/J.IJMEDINF.2018.06.009},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/ThabtahKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Kamalov18,
author = {Firuz Kamalov},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Moamar Sayed{-}Mouchaweh and
Jo{\~{a}}o Gama and
Edwin Lughofer},
title = {Sensitivity Analysis for Feature Selection},
booktitle = {17th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2018, Orlando, FL, USA, December 17-20, 2018},
pages = {1466--1470},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICMLA.2018.00238},
doi = {10.1109/ICMLA.2018.00238},
timestamp = {Wed, 13 Aug 2025 22:36:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Kamalov18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/ThabtahK17,
author = {Fadi A. Thabtah and
Firuz Kamalov},
title = {Phishing Detection: {A} Case Analysis on Classifiers with Rules Using
Machine Learning},
journal = {J. Inf. Knowl. Manag.},
volume = {16},
number = {4},
pages = {1750034:1--1750034:16},
year = {2017},
url = {https://doi.org/10.1142/S0219649217500344},
doi = {10.1142/S0219649217500344},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jikm/ThabtahK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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