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Employing the concept of stacking ensemble learning to generate deep dream images using multiple CNN variants

by Alkhazraji, Lafta, Abbas, Ayad R., Jamil, Abeer S., Kadhim, Zahraa Saddi, Alkhazraji, Wissam, Jebur, Sabah Abdulazeez, Shaker, Bassam Noori, Mohammed, Mohammed Abdallazez, Mohammed, Mohanad A., Al-Araji, Basim Mohammed, Mohmmed, Abdulkareem Z., Khan, Wasiq, Khan, Bilal, Hussain, Abir Jaafar
Published in Intelligent systems with applications (01.03.2025)

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LEAF-YOLO: Lightweight Edge-Real-Time Small Object Detection on Aerial Imagery

by Nghiem, Van Quang, Nguyen, Huy Hoang, Hoang, Minh Son
Published in Intelligent systems with applications (01.03.2025)

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Tree boosting methods for balanced and imbalanced classification and their robustness over time in risk assessment

by Velarde, Gissel, Weichert, Michael, Deshmunkh, Anuj, Deshmane, Sanjay, Sudhir, Anindya, Sharma, Khushboo, Joshi, Vaibhav
Published in Intelligent systems with applications (01.06.2024)

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A novel technique for detecting electricity theft in secure smart grids using CNN and XG-boost

by Nawaz, Asif, Ali, Tariq, Mustafa, Ghulam, Rehman, Saif Ur, Rashid, Muhammad Rizwan
Published in Intelligent systems with applications (01.02.2023)

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A multi-stage machine learning approach for stock price prediction: Engineered and derivative indices

by Abolmakarem, Shaghayegh, Abdi, Farshid, Khalili-Damghani, Kaveh, Didehkhani, Hosein
Published in Intelligent systems with applications (01.12.2024)

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Evolution of machine learning applications in medical and healthcare analytics research: A bibliometric analysis

by Ajibade, Samuel-Soma M., Alhassan, Gloria Nnadwa, Zaidi, Abdelhamid, Oki, Olukayode Ayodele, Awotunde, Joseph Bamidele, Ogbuju, Emeka, Akintoye, Kayode A.
Published in Intelligent systems with applications (01.12.2024)

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STL-ELM: A computationally efficient hybrid approach for predicting high volatility stock market

by Kehinde, Temitope Olubanjo, Adedokun, Oluyinka J., Kareem, Morenikeji Kabirat, Akpan, Joseph, Olanrewaju, Oludolapo A.
Published in Intelligent systems with applications (01.09.2025)

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Paranasal sinus analysis based on deep learning and machine learning techniques: A comprehensive survey

by Alsalama, Ali, Harous, Saad, Elnagar, Ashraf
Published in Intelligent systems with applications (01.09.2025)

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Methodology for advanced time series demand forecasting: A hybrid model of decomposition and deep learning

by Ha, Juyoung, Lee, Sungwon, Jeong, Sooyeon, Chung, Doohee
Published in Intelligent systems with applications (01.09.2025)

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LWR-Net: Learning without retraining for scalable multi-task adaptation and domain-agnostic generalisation

by Alwzwazy, Haider A., Alzubaidi, Laith, Zhao, Zehui, Saihood, Ahmed, Jebur, Sabah Abdulazeez, Manoufali, Mohamed, Alnaseri, Omar, Santamaria, Jose, Gu, Yuantong
Published in Intelligent systems with applications (01.09.2025)

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Advancements and challenges of deep learning architectures for aerial image analysis: A systematic review

by Shoaib, Hashibul Ahsan, Nabil, Hadiur Rahman, Rahman, Md Anisur, Kabir, Md Mohsin, Mridha, M.F., Shin, Jungpil
Published in Intelligent systems with applications (01.09.2025)

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A unified DNN weight compression framework using reweighted optimization methods

by Fan, Mengchen, Zhang, Tianyun, Ma, Xiaolong, Guo, Jiacheng, Zhan, Zheng, Zhou, Shanglin, Qin, Minghai, Ding, Caiwen, Geng, Baocheng, Fardad, Makan, Wang, Yanzhi
Published in Intelligent systems with applications (01.09.2025)

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Machine learning alloying design of biodegradable zinc alloy for bone implants using XGBoost and Bayesian optimization

by Deif, Mohanad, Attar, Hani, Aljaidi, Mohammad, Alsarhan, Ayoub, Al-Fraihat, Dimah, Solyman, Ahmed
Published in Intelligent systems with applications (01.09.2025)

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Optimized CNN-RNN architecture for rapid and accurate identification of hazardous bacteria in water samples

by Ihsan, Ahmad, Muttaqin, Khairul, Fadillah, Nurul, Fajri, Rahmatul, Mursyidah, Mursyidah
Published in Intelligent systems with applications (01.09.2025)

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On adversarial attack detection in the artificial intelligence era: Fundamentals, a taxonomy, and a review

by Al Roken, Noora, Hacid, Hakim, Bouridane, Ahmed, Hussain, Abir
Published in Intelligent systems with applications (01.09.2025)

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Certified Accuracy and Robustness: How different architectures stand up to adversarial attacks

by Sarih, Azryl Elmy, Aneja, Nagender, Hong, Ong Wee
Published in Intelligent systems with applications (01.09.2025)

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Temporal event localization in sports videos via self-supervised proposal generation and cross-modal fusion

by Xv, Guang, Wu, Xingchen
Published in Intelligent systems with applications (01.09.2025)

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Anomaly-based intrusion detection system based on SMOTE-IPF, Whale Optimization Algorithm, and ensemble learning

by Shana, Tibebu Bekele, Kumari, Neetu, Agarwal, Mayank, Mondal, Samrat, Rathnayake, Upaka
Published in Intelligent systems with applications (01.09.2025)

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NSS-MDL: Natural Scene Statistics-guided multi-task deep learning for no-reference point cloud quality assessment

by Bourbia, Salima, Karine, Ayoub, Chetouani, Aladine, Hassouni, Mohammed El, Jridi, Maher
Published in Intelligent systems with applications (01.09.2025)

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A real-time semantic segmentation network leveraging spatial and contextual features for enhanced scene understanding

by Sima, Haifeng, Gao, Meng, Liu, Lanlan
Published in Intelligent systems with applications (01.09.2025)

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