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By Author
Search Results
Engineering
Hyperparameter Optimization of Long-Short Term Memory using Symbiotic Organism Search for Stock Prediction
Dinar Syahid Nur Ulum, Abba Suganda Girsang
121-133
Abstract View : 2016
Download :2003
10.53894/ijirss.v5i2.415
Engineering
Static Analysis and Machine Learning-based Malware Detection System using PE Header Feature Values
Chang Keun Yuk, Chang Jin Seo
281-288
Abstract View : 2638
Download :1587
10.53894/ijirss.v5i4.690
Engineering
A Mobile Computer-Aided Diagnosis of Neonatal Hyperbilirubinemia using Digital Image Processing and Machine Learning Techniques
Supaporn Dissaneevate, Thakerng Wongsirichot, Pittaya Siriwat, Nutchaya Jintanapanya, Uakarn...
10-17
Abstract View : 2148
Download :1622
10.53894/ijirss.v5i1.334
Social Sciences
Project-based learning for machine learning in computer vision courses: Case study of Kazakhstan and Slovakia
Serik Meruyert, Sadvakassova Aigul, Duisegaliyeva Nassipzhan, Gulfarida Samashova, Jaroslav...
1183-1196
Abstract View : 880
Download :595
10.53894/ijirss.v8i2.5422
Environmental and Earth Sciences
Machine learning classification of rainfall forecasts using Austin weather data
Ting Tin Tin, Enoch Hii Chen Sheng, Loo Seng Xian, Lee Pei Yee, Yeap Sheng Kit
727-741
Abstract View : 1100
Download :707
10.53894/ijirss.v7i2.2881
Optimizing machine learning models for tractor surface recognition: Performance and model size reduction for embedded systems
Phummarin Thavitchasri, Dechrit Maneetham, Padma Nyoman Crisnapati
1205-1221
Abstract View : 267
Download :378
10.53894/ijirss.v8i3.6770
Enabling smart education: An overview of innovations and challenges in modern learning
Amr El Koshiry, Mohamed Abd Allah Tony
3184-3200
Abstract View : 679
Download :468
10.53894/ijirss.v8i2.5962
Engineering
Comprehensive study of various machine learning models for plant disease detection: Analysis of deep models on tomato plant
Jesal Desai, Amit Ganatra
4962-4976
Abstract View : 397
Download :613
10.53894/ijirss.v8i3.7697
A comprehensive evaluation of machine learning and deep learning models for stair-climbing wheelchair activity recognition
Pharan Chawaphan, Dechrit Maneetham, Padma Nyoman Crisnapati
1412-1422
Abstract View : 363
Download :310
10.53894/ijirss.v8i3.6805
Engineering
The development of a model for the threat detection system with the use of machine learning and neural network methods
Olga Ussatova, Aidana Zhumabekova, Vladislav Karyukin, Eric T Matson, Nikita Ussatov
863-877
Abstract View : 2666
Download :1628
10.53894/ijirss.v7i3.2957
Social Sciences
Comparative analysis of classical, machine learning, deep learning, and adaptive neuro-fuzzy models for forecasting the S&P 500 index using financial, macroeconomic, and technical indicators
Alibek Barlybayev, Nurzhigit Ongalov, Marek Milosz, Aizhan Nazyrova, Lyazzat Sembiyeva
3286-3296
Abstract View : 392
Download :419
10.53894/ijirss.v8i6.10337
Social Sciences
AI-powered accounting: Analysing accuracy and efficiency using machine learning algorithms and predictive models
Anber Abraheem Mohammad, Suleiman Ibrahim Mohammad, Rafid Hamid Zbala, Asokan Vasudevan,...
2198-2208
Abstract View : 863
Download :1276
10.53894/ijirss.v8i5.9441
Engineering
Enhanced SVM model using PCA-autoencoder for DDoS-DNS attack detection in E-commerce networks
Kafayat Odunayo Tajudeen, Akeem Femi Kadri, Abidemi Emmanuel Adeniyi, Oluwasegun Julius...
2685-2701
Abstract View : 434
Download :228
10.53894/ijirss.v8i6.10195
Meta-analysis: The Role of AI and Machine Learning in the Management of Hemodialysis Patient Data
Abdillaeva Nazira, Shafee Ur Rehman, Ruslan R. Isaev
2206-2215
Abstract View : 490
Download :235
10.53894/ijirss.v8i3.6972
Engineering
AI integration in cybersecurity software: Threat detection and response
Md Mashfiquer Rahman, Kailash Dhakal, Najmul Gony MD, Maria Khatun Shuvra SD, Mostafizur...
3907-3921
Abstract View : 2120
Download :1377
10.53894/ijirss.v8i3.7403
Social Sciences
Optimizing vaccine distribution with machine learning: Enhancing efficiency, equity, and resilience in public health supply chains
Muhibbul Arman, A S M FAHIM, Md Nurul Huda Razib, Imran Hossain Rasel
2944-2953
Abstract View : 437
Download :461
10.53894/ijirss.v8i6.10230
Social Sciences
Development and evaluation of machine learning algorithms for unmanned aerial vehicle navigation
Askar Abdykadyrov, Nurzhan Zikiryaev, Assemkhan Mukushev, Nazgul Вауеlova, Sunggat Marxuly
752-764
Abstract View : 679
Download :823
10.53894/ijirss.v8i5.8818
Analysis of the dynamics of cyberattacks and fraud methods using machine learning algorithms for IIoT: Information security of digital twins in Industry 4.0
Saltanat Adilzhanova, Murat Kunelbayev, Gulshat Amirkanova, Gulnur Tyulepberdinova, Sybanova...
4012-4026
Abstract View : 829
Download :300
10.53894/ijirss.v8i2.6201
Social Sciences
Machine learning-based predictive maintenance system for urban heating networks for real-time failure detection and analysis
Dauren Darkenbayev, Uzak Zhapbasbayev, Gulnar Balakayeva
1868-1876
Abstract View : 380
Download :231
10.53894/ijirss.v8i6.10041
Engineering
The future of gravitational wave science – unlocking LIGO’s potential: AI-driven data analysis and exploration
Yong Xiao, Li, Zin Nandar Win, He Wang, Hla Myo Tun, Win Thu Zar
4396-4410
Abstract View : 646
Download :209
10.53894/ijirss.v8i3.7514
Social Sciences
Hyperparameter optimisation of generalised linear models in vehicle insurance pricing
Sandile Buthelezi, Taurai Hungwe, Solly Matshonisa Seeletse, Vimbai Mbirimi-Hungwe
143-152
Abstract View : 126
Download :106
10.53894/ijirss.v9i1.11199
Using machine learning algorithms to detect accidents in heating networks based on an analytical platform
Gulnar Balakayeva, Uzak Zhapbasbayev, Dauren Darkenbayev, Mukhit Zhanuzakov
2707-2716
Abstract View : 421
Download :321
10.53894/ijirss.v8i3.7072
Engineering
Investigating the impact of feature engineering and machine learning model selection for real-world fraud detection systems in healthcare insurance claims
Mohamed F. Abouelenein, Hatem M. Noaman, Gaber Sallam Salem Abdalla Al Salmany
812-826
Abstract View : 648
Download :421
10.53894/ijirss.v8i5.8858
Optimized technique for the early identification of Parkinson's disease using machine learning-based handwriting and voice analysis
Nagarathna C R, Jobby George, Komala H K, Kavitha M, K R Swetha
2906-2916
Abstract View : 450
Download :345
10.53894/ijirss.v8i3.7112
DeepSystem: The Effect of the Optimized Deep Learning and Blurring Filters on the Automated Detection of Pneumonia Using X-ray Images
Suleyman A. AlShowarah, Aymen I. Zreikat, Hisham Al Assam
2817-2833
Abstract View : 212
Download :163
10.53894/ijirss.v8i3.7087
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