An optimized ensemble model with advanced feature selection for network intrusion detection by Afaq Ahmed, Muhammad Asim, Irshad Ullah, Zainulabidin, Abdelhamied A. Ateya

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The future of spatial epidemiology in the AI era: enhancing machine learning approaches with explicit spatial structure by Nima Kianfar, Benn Sartorius, Colleen L. Lau, Robert Bergquist, Behzad Kiani

“…Traditional spatial techniques, including spatial autocorrelation using global Moran’s I, Geary’s C (Amgalan et al., 2022), and Ripley’s K Function (Kan et al., 2022), Local Indicators of Spatial Association (LISA) (Sansuk et al., 2023), hotspot analysis by Getis-Ord Gi* (Lun et al., 2022), spatial lag models (Rey & Franklin, 2022), and Geographically Weighted Regression (GWR) (Kiani et al., 2024) are designed to explicitly incorporate the spatial structure of data into spatial modelling, often referred to as spatially aware models (Reich et al., 2021). …”
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Neurocognitive impact of different irradiation modalities for patients with grade I-II skull base meningioma: a prospective multi-arm cohort study (CANCER COG) by Paul Lesueur, Florence Joly, Benedicte Clarisse, Justine Lequesne, Dinu Stefan, Jacques Balosso, Marie Lange, Sebastien Thureau, Aurelie Capel, Marie Castera, Berenice Legrand, Nicolas Goliot, Jean Michel Grellard, Thomas Tessonnier, Helene Castel, Samuel Valable

“…The rate of clinical symptomatology improvement over time after irradiation, the evolution of health-related quality-of-life, anxiety/depression, fatigue, over time after irradiation, the tumoral local control after irradiation, the progression-free survival (PFS), the professional reintegration for working-age patients will also be assessed. CANCER COG aims to help clinicians to choose the best irradiation techniques with the best benefit/risk ratio. …”
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STRUCTURE OF SUNDA IN TANGERANG REGENCY AND THE TERRITORY OF USE by Agus Sulaeman

“…This is to complete the data that has been collected. Data analysis using the method of padan and agih with various techniques that adjusted the character of the data obtained and research purposes. …”
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Underwater SLAM Meets Deep Learning: Challenges, Multi-Sensor Integration, and Future Directions by Mohamed Heshmat, Lyes Saad Saoud, Muayad Abujabal, Atif Sultan, Mahmoud Elmezain, Lakmal Seneviratne, Irfan Hussain

“…UWSNs offer a collaborative framework that enhances localization, mapping, and real-time data sharing among AUVs by leveraging acoustic communication and distributed sensing. …”
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MRI-based 3D models of cranial nerves in clinical care: a systematic review by Manon C. M. Moll, Luc H. E. Karssemakers, Milou Baarsma, Loes M. M. Braun, Leon C. ter Beek, Stevie van der Mierden, Baris Karakullukcu, Ludi E. Smeele, Maarten J. A. van Alphen, Matthijs H. Valstar

“…However, a comprehensive overview of indications and techniques is lacking. The current study aimed to comprehensively describe and assess the techniques and applications used in MRI-based 3D modeling of CNs. …”
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Hysteresis and Eddy Currents Effects Simulation in Idling Mode of the Transformer by Yarymbash D.S., Kotsur M.I., Yarymbash S.T., Divchuk T.Ye.

“…The design parameters errors of the power transformer in idle mode can reach 15-20%. or more, because engineering techniques disregard the all factors. To reduce the error of engineering techniques modifying the circuit-analytical model. …”
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MODULATION AS A MULTIMODAL TRANSLATION STRATEGY OF GRAPHIC NOVEL PERSEPOLIS BY M. SATRAPI by Anna V. Khodorenko

“…Through this process, the research aims to provide a nuanced understanding of the constraints imposed on cultural elements in translation. …”
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Economic Empowerment of Pesantren Through Agribusiness (Study On Al-Mawaddah Entrepreneurial Pesantren) by Muhammad Baqi Mustaghfiri

“…The data analysis technique used is descriptive qualitative. …”
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Examining Faculty’s Attitude Toward Abilities to Teach Online by Bastoon M. Ahmed, Fakher Abobaker Ahmed Gli, Suhailah M. Ali, Hayman Mohammed Saeed Rashid, Hewa Sattar Salih

“…Permission was granted through informational consent to collect data from the participants.  Data were analyzed using descriptive and inferential statistics through SPSS program (V.24).                                                                                  …”
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Prevalence, antimicrobial sensitivity patterns and associated factors of urinary tract infection among patients attending Nekemte Comprehensive Specialized Hospital, Western Ethiop... by Abdi Diriba, Seifu Gizaw, Fedasan Alemu, Kume Tesfaye, Endalu Tesfaye, Motuma Chali, Girmaye Jobir

“…Midstream urine samples were collected under aseptic techniques. Then samples were cultured on blood and MacConkey agars following standard microbiological techniques. …”
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Persepsi Masyarakat terhadap Calon Kepala Daerah Perempuan (Perspektif Sosiologi Gender dalam Pilkada NTB 2024) by Huldiya Syamsiar, Abdul Latif, Abdurrohman Abdurrohman

“…This study uses a qualitative research method with a phenomenological approach. The data collection techniques used are observation and interviews. …”
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Islamic Religious Education Based on Inter-Religious Tolerance at the Elementary School by Susari Susari, Upiyani Upiyani, Marzuki Marzuki, Asrowi Asrowi, Rumbang Sirojudin, Wasehudin Wasehudin, Ita Cahyawati

“…The steps in conducting research with a phenomenological approach, namely determining the location and individuals, data collection techniques, data recording procedures, field issues, and data storage stages. …”
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Diversi Dalam Penanganan Anak Yang Berkonflik Dengan Hukum Dalam Sistem Peradilan Pidana Anak by Yerusalina Ingratubun, Elsa Rina Maya Toule, Hadibah Zachra Wadjo

“…Methods of the Research: The type of research used in this research is empirical. Sources of data include primary data and secondary data. Data collection techniques through interviews and literature study and data analysis using qualitative analysis. …”
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Hybrid deep learning for IoT-based health monitoring with physiological event extraction by Sivanagaraju Vallabhuni, Kumar Debasis

“…For better feature extraction, the proposed method implements Physiological Event Extraction (PEE), which is aimed at identifying important physiological events such as heart rate variability and respiratory changes from raw sensor data samples. …”
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Investigating university English as a foreign language instructors' implementations in teaching integral listening with speaking. by Addisu Bogale Shago, Elias Woemego Bushisso, Taye Gebremariam Olamo

“…A total of 252 sample respondents were involved in data collection. Comprehensive and systematic sampling techniques were used to select respondents using a 5-point Likert scale. …”
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Implementation of Character-Based Child-Friendly Schools in Fulfilling Student Rights at SDN Gembongan by Ismi Nurazizah, An-Nisa Apriani

“…The data analysis technique was carried out in three steps, namely data reduction, data presentation, and drawing conclusions. …”
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Reducing Execution Time of Pixel-Based Machine Learning Classification Algorithms Using Parallel Processing Concept by Aliaa Mahmoud, Mohammed Younis

“…The performance of two supervised machine learning classifiers, decision tree, and random forest (10, 100, 500, and 1000 trees) were compared and implemented in two ways with and without parallel processing. The data is split in two ways: the first is by splitting the data by 70% for training data and 30% for testing data and the second is by cross-validation by splitting the data into four folds. …”
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Analysis of The Influence of Seeds, Labor, and Fertilizer Use on Edamame Soybean Production at PT. Tweseven Farm Partners in Jember District by Muhammad Arifin, Endro Sugiartono

“…This research uses quantitative descriptive methods. The types of data used are primary and secondary data, data collection techniques used are interviews, observation, questionnaires and documentation. …”
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The Role of Social Media in the Formation of Language Politeness of Elementary School Students by Bambang Edi Siswanto, Siska Nur Wahida, Ramadhan Kurnia Habibie, Ari Metalin Ika Puspita

“…The location of the research was carried out at SDN Semampirejo, Lamongan Regency. Data collection techniques use observation, interviews, and documentation. …”
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