Search Results - solution pruning techniques

Rule pruning techniques in the ant-miner classification algorithm and its variants: A review by Al-Behadili, Hayder Naser Khraibet, Ku-Mahamud, Ku Ruhana, Sagban, Rafid

“…Finally, future research direction to find new hybrid rule pruning techniques are provided.…”
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IDSA: an efficient algorithm for skyline queries computation on dynamic and incomplete data with changing states by Gulzar, Yonis, Alwan, Ali Amer, Ibrahim, Hamidah, Turaev, Sherzod, Wani, Sharyar, Soomo, Arjumand Bano, Hamid, Yasir

“…Thus, this paper proposes an approach, named Incomplete Dynamic Skyline Algorithm (IDSA) which attempts to determine the skylines on dynamic and incomplete databases. Two optimization techniques have been incorporated in IDSA, namely: pruning and selecting superior local skylines. …”
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IDSA: an efficient algorithm for skyline queries computation on dynamic and incomplete data with changing states by Gulzar, Yonis, Alwan, Ali Amer, Ibrahim, Hamidah, Turaev, Sherzod, Wani, Sharyar, Soomro, Arjumand Bano, Hamid, Yasir

“…Thus, this paper proposes an approach, named Incomplete Dynamic Skyline Algorithm (IDSA) which attempts to determine the skylines on dynamic and incomplete databases. Two optimization techniques have been incorporated in IDSA, namely: pruning and selecting superior local skylines. …”
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Facial expression recognition for human-computer interaction by Tey, Yong Sheng

“…To achieve efficient real-time processing on resource-constrained medical devices, the model incorporates optimization techniques such as pruning, quantization, and lightweight CNN architectures. …”
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Solving Sudoku puzzles in Binary Integer Linear Programming using Branch and Bound algorithm / Ahida Waliyyah Ahmad Fuad by Ahmad Fuad, Ahida Waliyyah

“…Using the PuLP library in Python, the B&B algorithm is implemented to systematically explore feasible solutions while pruning infeasible branches, ensuring all Sudoku constraints are met. …”
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Hydroponic on rock melon using deep flow technique (dft) system by Anis Izz Zayani, Ariffin Kamal

“…The findings suggest that hydroponics can enhance fruit quality and yield while mitigating environmental challenges, positioning it as a sustainable alternative for rock melon production in Malaysia. The AB mix solution used in this study provided essential macro and micronutrients for optimal plant growth, consisting of two components; A and B that were mixed in water to create a complete nutrient solution. …”
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Identifying skylines in cloud databases with incomplete data by Gulzar, Yonis, Aljuboori, Ali Amer Alwan, Salleh, Norsaremah, Al Shaikhli, Imad Fakhri

“…Besides, ICS also employs a filtering technique to prune the dominated data items before applying skyline technique. …”
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Optimize and deploy machine learning algorithms on embedded devices for manufacturing applications by Teoh, Ming Xue

“…On the other hand, network compression and acceleration techniques such as pruning and quantization also been the focus of the studies for light-weight algorithms in embedded system. …”
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A numerical method for frequent pattern mining by Mustapha, Norwati, Nadimi-Shahraki, Mohammad-Hossein, Mamat, Ali, Sulaiman, Md. Nasir

“…The PC_Tree is a simple tree structure but yet capable to capture the whole of transactions information with an efficient data transformation technique that utilizes the prime number theory. The PC_Miner algorithm traverses the PC_Tree by using an efficient pruning technique. …”
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Industrial datasets with ICS testbed and attack detection using machine learning techniques by Mubarak, Sinil, Habaebi, Mohamed Hadi, Islam, Md Rafiqul, Balla, Asaad, Tahir, Mohammad, Elsheikh, Elfatih A A, Suliman, F M

“…The decision tree (DT) ML technique is optimized with pruning method which provides an attack detection accuracy of 96.5%. …”
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Identifying skylines in cloud databases with incomplete data by Gulzar, Yonis, Alwan Aljuboori, Ali Amer, Salleh, Norsaremah, Alshaikhli, Imad Fakhri Taha

“…Besides, ICS also employs a filtering technique to prune the dominated data items before applying skyline technique. …”
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D-SKY: a framework for processing skyline queries in a dynamic and incomplete database by Gulzar, Yonis, Alwan, Ali Amer, Ibrahim, Hamidah, Xin, Qin

“…Experiment result conducted on both real and synthetic datasets demonstrates that our solution outperforms the existing solutions in terms of reducing the number of pairwise comparisons and processing time.…”
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Developing the plant disease model to manage the cocoa black pod disease by Ling, Albert Sheng Chang

“…The resistant breeding was the best long term solution to the cocoa black pod disease problem that need a reliable screening technique to predict the disease severity progress and identify the resistance level of genotypes. …”
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A systematic literature review of skyline query processing over data stream by Mohamud, Mudathir Ahmed, Ibrahim, Hamidah, Sidi, Fatimah, Rum, Siti Nurulain Mohd, Dzolkhifli, Zarina Binti, Xiaowei, Zhang, Lawal, Ma’aruf Mohammed

“…Although, these skyline approaches are tailored made for data stream with a common aim, their solutions vary to suit with the various aspects being considered, which include the type of skyline query, type of streaming data, type of sliding window, query processing technique, indexing technique as well as the data stream environment employed. …”
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A systematic literature review of skyline query processing over data stream by Mudathir Ahmed, Mohamud, Hamidah D., Ibrahim, Fatimah, Sidi, Siti Nurulain, Mohd Rum, Zarina, Dzolkhifli, Xiaowei, Zhang, Lawal, Ma'aruf Mohammed

“…Although, these skyline approaches are tailored made for data stream with a common aim, their solutions vary to suit with the various aspects being considered, which include the type of skyline query, type of streaming data, type of sliding window, query processing technique, indexing technique as well as the data stream environment employed. …”
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On the spectra efficiency of low-complexity and resolution hybrid precoding and combining transceivers for mmWave MIMO systems by Uwaechia, Anthony Ngozichukwuka, Mahyuddin, Nor Muzlifah, Mohd Fadzil, Ain, Abdul) Latiff, Nurul Muazzah, Za'bah, Nor Farahidah

“…One promising solution is to employ the use of low-resolution phase shifters. …”
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Feasibility of Pre-Harvest Sago Frond as State-of-the-Art Resources to Produce Animal Feed by Muhammad Norhelmi, Ahmad, Kopli, Bujang, Dayang Salwani, Awang Adeni, Nurashikin, Suhaili, Andrian Susin, Ambud

“…Hence, the ensiling technique applies to produce high-quality animal feed from optimum formulated sago frond by preserving nutrient content and improving in-vitro digestibility of the silage designated for ruminant consumption. …”
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Real-Time Substation Detection and Monitoring Security Alarm System by Yiong Y.T., Khairudin A.R.M., Redzuwan R.M.

“…To overcome the computational limitations of the Raspberry Pi 3B, the YOLOv4-tiny model is trained on a custom dataset using the DarkNet framework, and Colab Notebook is utilized for training and optimizing the model, which is then saved on Google Drive for easy access. Various techniques like model quantization and network pruning are employed to improve the system's performance and efficiency. …”