1Bassam Mohsen Atiyah, 2Muhammad D. Hassan
1Electronic Department, Kirkuk Technical Institute, Northern Technical University, Kirkuk, Iraq
2Collage of Health and Medical Techniques, Northern Technical University, Kirkuk, Iraq
DOI : https://doi.org/10.47191/ijmra/v7-i06-02Google Scholar Download Pdf
ABSTRACT:
The proliferation of information and the construction of many databases have made the extraction of data from usable information a pressing issue that has to be addressed. Machine learning is the central focus of research in artificial intelligence. This paper provides an introduction to the definition of machine learning and its fundamental structure. Machine learning techniques including rote learning, inductive learning, explanatory learning, learning using neural networks, and knowledge discovery are also covered. In addition to outlining the present course of machine learning's progress, this article provides an introduction to its aims.
KEYWORDS:AI applications, methodologies, artificial intelligence, machine learning.
REFERENCES1) Hassan, M. D., Nasret, A. N., Baker, M. R., & Mahmood, Z. S. (2021). Enhancement automatic speech recognition by deep neural networks. Periodicals of Engineering and Natural Sciences, 9(4), 921-927.
2) Mahmood, Z. S., Nasret, A. N., & Mahmood, O. T. (2021, October). Separately excited DC motor speed using ANN neural network. In AIP Conference Proceedings (Vol. 2404, No. 1). AIP Publishing.
3) Mahmood, Z. S., Coran, A. N. N., & Aewayd, A. Y. (2019, October). The impact of relay node deployment in vehicle ad hoc network: Reachability enhancement approach. In 2019 Global Conference for Advancement in Technology (GCAT) (pp. 1-3). IEEE.
4) Mahmood, Z., Nasret, A., & Awed, A. (2019). Design of new multiband slot antennas for wi-fi devices. International Journal on Communications Antenna and Propagation (IRECAP), 9(5).
5) Mahmood, Z. S., Coran, A. N. N., esam Kamal, A., & Noori, A. B. (2021, August). Dynamic spectrum sharing is the best way to modify spectrum resources. In 2021 Asian Conference on Innovation in Technology (ASIANCON) (pp. 1-5). IEEE.
6) Kamal, A., Nasret, A., & Mahmood, Z. (2020). Design of multiband slot patch antennas for modern wireless applications. International Journal on Communications Antenna and Propagation (IRECAP), 10(5), 353-359.
7) Mahmood, Z. S., Kadhim, I. B., & Nasret, A. N. (2021). Design of rotary inverted pendulum swinging-up and stabilizing. Periodicals of Engineering and Natural Sciences, 9(4), 913-920.
8) Nasret, A. N., Noori, A. B., Mohammed, A. A., & Mahmood, Z. S. (2021). Design of automatic speech recognition in noisy environments enhancement and modification. Periodicals of Engineering and Natural Sciences, 10(1), 71-77.
9) Coran, A. N. N., Mahmood, Z. S., & Kamal, A. E. (2021, October). Classification of Acoustic Data Using the FF Neural Network and Random Forest Method. In 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON) (pp. 1-4). IEEE.
10) Nasret, A., & Mahmood, Z. (2019). Optimization and integration of rfid navigation system by using different location algorithms. International Review of Electrical Engineering (IREE), 14(4).
11) Mahmood, Z. S., Coran, A. N. N., & Kamal, A. E. (2018). Dynamic approach for spectrum sharing in cognitive radio. Int. J. Eng. Technol, 7, 5408-5411.
12) Kadhim, I. B., Khaleel, M. F., Mahmood, Z. S., & Coran, A. N. N. (2022, August). Reinforcement Learning for Speech Recognition using Recurrent Neural Networks. In 2022 2nd Asian Conference on Innovation in Technology (ASIANCON) (pp. 1-5). IEEE.
13) Kamal, A. E., Mahmood, Z. S., & Nasret, A. N. (2022). A new methods of mobile object measurement by using radio frequency identification. Periodicals of Engineering and Natural Sciences, 10(1), 295-308.
14) Laylani, L. A. A. S. S., Coran, A. N. N., & Mahmood, Z. S. (2022, January). Foretelling Diabetic Disease Using a Machine Learning Algorithms. In 2022 International Conference for Advancement in Technology (ICONAT) (pp. 1-5). IEEE.
15) Salih, A. B., Mahmood, Z. S., Ali, A. H. M., & Nasret, A. N. (2022). Enhancement of motor speed identification using artificial neural networks. Indonesian Journal of Electrical Engineering and Computer Science (IJEECS), 27(3), 1388-1396.
16) Coran, A. N. N., Ali, A. H. M., Mahhmood, Z. S., & Mohammed, S. F. (2021, December). Design Speech Recognition Systems in the nosily Environment by Utilizing intelligent Devices. In 2021 Second International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE) (pp. 1-6). IEEE.
17) Coran, A. N. N., Sever, P. D. H., & Amin, D. M. A. M. (2020). Acoustic data classification using random forest algorithm and feed forward neural network. Int. J. Eng. Technol, 9(2).
18) Kamal, A. E., Salih, A. B., & Coran, A. N. N. (2018). Spectrum sensing algorithm using ANN in cognitive radio. International Journal of Engineering & Technology, 7(4), 5151-5155.
19) Coran, A. N. N., Mahmood, Z. S., & Salih, A. B. (2018). Satellite network underlying LMS for coverage and performance enhancement. International Journal of Engineering & Technology, 7(4), 5404-5407.
20) Kadhim, I. B., Nasret, A. N., & Mahmood, Z. S. (2022). Enhancement and modification of automatic speaker verification by utilizing hidden Markov model. Indonesian Journal of Electrical Engineering and Computer Science, 27(3), 1397-1403.
21) Mezaal, Y. S., & Nasret, A. N. A New Microstrip Bandpass Filter Design Based on Slotted Patch Resonator.
22) Mohammaed, A. H., Mahmood, Z. S., Nasret, A. N., & Salih, A. B. (2023, September). A new method to road traffic monitoring using artificial systems. In AIP Conference Proceedings (Vol. 2839, No. 1). AIP Publishing.
23) Nasret, A. N., Kamal, A. E., & Mahmood, Z. S. (2023, September). Design of end-to-end speech recognition system by used hybrid CNN-LSTM. In AIP Conference Proceedings (Vol. 2839, No. 1). AIP Publishing.
24) Mhmood, Z. S., Nasret, A. N., Noori, A. B., & Mohammed, A. B. (2023). Neural Network-Directed Detection and Localization of Faults in Railway Track Circuits: An Application of Dempster-Shafer Theory. Ingénierie des Systèmes d'Information, 28(3).
25) NASRET, A. N., KAMAL, A. E., & MAHMOOD, Z. S. (2023). Radar Target Detection by Using Levenberg-Marquardt Algorithm. Przeglad Elektrotechniczny, 99(3).
26) Mahmmod, Z. S., Najdet, A. N., & Noori, A. B. (2023). A New Filter Design Built Into CMOS Image Sensor. Journal of Image Processing and Intelligent Remote Sensing (JIPIRS) ISSN 2815-0953, 3(03), 1-8.
Volume 07 Issue 06 June 2024
There is an Open Access article, distributed under the term of the Creative Commons Attribution – Non Commercial 4.0 International (CC BY-NC 4.0) (https://creativecommons.org/licenses/by-nc/4.0/), which permits remixing, adapting and building upon the work for non-commercial use, provided the original work is properly cited.
Our Services and Policies
Authors should prepare their manuscripts according to the instructions given in the authors' guidelines. Manuscripts which do not conform to the format and style of the Journal may be returned to the authors for revision or rejected.
The Journal reserves the right to make any further formal changes and language corrections necessary in a manuscript accepted for publication so that it conforms to the formatting requirements of the Journal.
International Journal of Multidisciplinary Research and Analysis will publish 12 monthly online issues per year,IJMRA publishes articles as soon as the final copy-edited version is approved. IJMRA publishes articles and review papers of all subjects area.
Open access is a mechanism by which research outputs are distributed online, Hybrid open access journals, contain a mixture of open access articles and closed access articles.
International Journal of Multidisciplinary Research and Analysis initiate a call for research paper for Volume 07 Issue 07 (July 2024).
PUBLICATION DATES:
1) Last Date of Submission : 26 July 2024 .
2) Article published within a week.
3) Submit Article : editor@ijmra.in or Online
Why with us
1 : IJMRA only accepts original and high quality research and technical papers.
2 : Paper will publish immediately in current issue after registration.
3 : Authors can download their full papers at any time with digital certificate.
The Editors reserve the right to reject papers without sending them out for review.
Authors should prepare their manuscripts according to the instructions given in the authors' guidelines. Manuscripts which do not conform to the format and style of the Journal may be returned to the authors for revision or rejected. The Journal reserves the right to make any further formal changes and language corrections necessary in a manuscript accepted for publication so that it conforms to the formatting requirements of the Journal.