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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 : 1947
Download :1303
10.53894/ijirss.v5i4.690
Engineering

Machine learning - powered intrusion detection system for agriculture 4.0: Securing the next generation of farming

Udaya Kumar Addanki, Ravi Babu Devareddi, Kishore Kumar Kamarajugadda, Movva Pavani,...
1964-1978
Abstract View : 478
Download :410
10.53894/ijirss.v8i1.4840

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 : 201
Download :289
10.53894/ijirss.v8i3.6770
Social Sciences

Assessing early cardiovascular risk: Heart rate variability as a predictor of air pollution's impact in young adults

Zhanel Baigarayeva, Assiya Boltaboyeva, Sarsenbek Zhussupbekov, Mergul Kozhamberdiyeva,...
191-208
Abstract View : 483
Download :169
10.53894/ijirss.v8i6.9526
Social Sciences

Analysis of RSA algorithm cryptographic resilience using artificial intelligence methods

Zhanerke Temirbekova, Sakhybay Tynymbayev, Tolganay Chinibayeva, Diana Asetova, Azamat...
1866-1878
Abstract View : 232
Download :381
10.53894/ijirss.v8i5.9313

Machine learning-based prediction of survival and recurrence in patients with colon cancer

Seyma Caliskan Cavdar
4250-4258
Abstract View : 237
Download :143
10.53894/ijirss.v8i2.6276
Social Sciences

Air quality forecasting using a modified statistical approach: Combining statistical and machine learning methods

Mohamed C. Ali, Ehab Ebrahim Mohamed Ebrahim, Mohamed R. Abonazel
1321-1335
Abstract View : 296
Download :208
10.53894/ijirss.v8i4.8061
Social Sciences

Hybrid machine learning forecasting of aquatic ecosystem dynamics using sensor-based monitoring systems

Gabit Shuitenov, Alua Turginbayeva, Madi Muratbekov, Akbota Abylayeva, Serik Altynbek
1478-1496
Abstract View : 201
Download :90
10.53894/ijirss.v8i5.9168
Engineering

Powered SQL education: Automating SQL/PLSQL question classification with LLMs and machine learning

Naif Alzriqat, Mohammad Al-Oudat
1395-1407
Abstract View : 458
Download :286
10.53894/ijirss.v8i2.5467
Engineering

Comparison of machine learning and deep learning algorithms on sentiment analysis in game reviews

Albertus Arga Soetasad, Erick Fernando
64-71
Abstract View : 348
Download :225
10.53894/ijirss.v8i7.10401
Social Sciences

Predictive modeling of right-skewed health insurance costs using copula regression and ensemble learning

Dimas Anggara, Khairil Anwar Notodiputro, Indahwati Indahwati, Anang Kurnia
1013-1021
Abstract View : 330
Download :243
10.53894/ijirss.v8i4.7986
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 : 418
Download :196
10.53894/ijirss.v8i5.8858

Intelligent System for Predicting Freeze-Drying Parameters for Camel Milk Powder Production Using Sensors and Machine Learning

Ayaulym Rakhmatulina, Nurdaulet Tasmurzayev, Bibars Amangeldy, Zhanar Omirbekova, Adilet...
3220-3233
Abstract View : 537
Download :226
10.53894/ijirss.v8i3.7221
Social Sciences

An integrated GRC approach to combating fraud in microloan services

Heri Supriyadi, Dominicus Savio Priyarsono, Noer Azam Achsani, Trias Andati
1580-1591
Abstract View : 594
Download :471
10.53894/ijirss.v7i4.3457
Social Sciences

Credit risk prediction using behavioral features in an AI chatbot interface

Nidhal Ziadi Ellouze
2099-2120
Abstract View : 207
Download :125
10.53894/ijirss.v8i6.10083
Social Sciences

Environmental factors and their influence on heart rate variability for cardiovascular disease risk classification: A machine learning approach

Zhanel Baigarayeva, Assiya Boltaboyeva, Mergul Kozhamberdiyeva, Gulmira Dikhanbayeva, Gulshat...
2365-2376
Abstract View : 262
Download :151
10.53894/ijirss.v8i4.8391
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 : 2432
Download :1510
10.53894/ijirss.v7i3.2957

Novel load prediction in microservice architecture using attention mechanism-based deep LSTM networks

Snehal Chaflekar, Rajendra Rewatkar
1046-1058
Abstract View : 245
Download :181
10.53894/ijirss.v8i3.6751
Social Sciences

AI Machine learning of artificial intelligence systems with acts of justice: Forecasting and ways to solution

Sergey Bachurin, Natalya Sidorova, Evgeniy Shulgin, Sovet Altaybayev, Larissa Kussainova
1872-1881
Abstract View : 395
Download :286
10.53894/ijirss.v8i4.8257
Medical Sciences and Healthcare

Non-image lung cancer prediction utilizing KNN model promoting health consciousness

Ting Tin Tin, Chow Mun Chun, Lim Yong Zhe, Hii Puong Tih, Chan Man Tze
2671-2679
Abstract View : 382
Download :258
10.53894/ijirss.v8i1.5040
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 : 251
Download :206
10.53894/ijirss.v8i6.10337
Social Sciences

Effective intrusion detection approach with ant colony optimization based feature selection and XgBoost classifier

Shweta Bhardwaj, Seema Rawat, Hima Bindu Maringanti
5117-5131
Abstract View : 78
Download :29
10.53894/ijirss.v8i3.7710
Social Sciences

Integrating satellite data and machine learning algorithms into a flood prediction system

Gulzat Ziyatbekova, Dauren Darkenbayev, Shyraigul Shekerbayeva, Aisulu Zhaksymbet
461-472
Abstract View : 368
Download :186
10.53894/ijirss.v8i5.8678
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 : 300
Download :105
10.53894/ijirss.v8i6.10195
Social Sciences

Pharmacophore-guided machine learning and molecular simulations of pyrazole-imine ligands targeting estrogen receptor alpha

Hayder H. Kadhim, Ayad M.R. Raauf, Shakir Mahmood A lwan
72-95
Abstract View : 567
Download :243
10.53894/ijirss.v8i5.8570
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Any communication from IJIRSS will come through official channels by email editor@ijirss.com and info@ijirss.com.
IJIRSS  receives submissions through its online submission system.
 
 
 
 
 
Copyright © 2021 IJIRSS - International Journal of Innovative Research and Scientific Studies, All rights reserved. This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License
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