Search Results - (( java application learning algorithm ) OR ( data consumption (patterns OR pattern) algorithm ))

Algorithms for frequent itemset mining: a literature review by Chee, C.-H., Jaafar, J., Aziz, I.A., Hasan, M.H., Yeoh, W.

“…Therefore, an efficient algorithm is required to mine the hidden patterns of the frequent itemsets within a shorter run time and with less memory consumption while the volume of data increases over the time period. …”
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Comparison between Market Basket Analysis and Partition Around Medoids clustering for knowledge discovering in consumer consumption pattern / Mohammad Adha Ruslan, Nurul Shahira Mo... by Ruslan, Mohammad Adha, Mohammad Ramly, Nurul Shahira, Saberi, Nor Hasliza

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Assessing data mining as an alternative in discovering customer consumption pattern / Abdul Malik Hafiy Mohd Jeffri, Muhammad Aqil Zulkifli and Sukri Nasruddin by Mohd Jeffri, Abdul Malik Hafiy, Zulkifli, Muhammad Aqil, Nasruddin, Sukri

“…Data were analysed by using Rstudio software and apriori algorithm is used for obtaining the pattern. …”
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Predicting energy consumption pattern based on top trending videos YouTube 2021 using machine learning techniques by Ng, Jiun Shen

“…This project is about predicting energy consumption patterns based on trending videos on YouTube 2021 by using machine learning techniques. …”
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Design and analysis of DNA sequence alignment module using Smith-Waterman scoring patterns / Wan Abdul Qayyum Moh Salleh by Moh Salleh, Wan Abdul Qayyum

“…The system optimizes the aligning DNA fragment using Smith-Waterman algorithm with a pattern recognition algorithm. FPGA design, synthesis and simulation are done using the Xilinx ISE software and obtain the RTL schematic as well as the waveform of the module. …”
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Design and analysis of DNA sequence alignment module using Smith-Waterman scoring pattern: article / Wan Abdul Qayyum Moh Salleh and A.K. Halim by Moh Salleh, Wan Abdul Qayyum, A.K., Halim

“…The system optimizes the aligning DNA fragment using Smith-Waterman algorithm with a pattern recognition algorithm. FPGA design, synthesis and simulation are done using the Xilinx ISE software and obtain the RTL schematic as well as the waveform of the module. …”
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Abnormalities and fraud electric meter detection using hybrid support vector machine & genetic algorithm by Yap K.S., Abidin I.Z., Ahmad A.R., Hussien Z.F., Pok H.L., Ismail F.I., Mohamad A.M.

“…(SESB) to reduce their distribution loss, estimated around 15% at present in Sabah State, Malaysia. The hybrid algorithm is able to preselect customers to be inspected on-site for abnormalities or potential fraud according to their consumption patterns. …”

Direct approach for mining association rules from structured XML data by Abazeed, Ashraf Riad

“…The focus of this study is to propose an enhancement on memory consumption by reducing the number of candidates generated for the existing FLEX algorithm which will reduce the amount of memory needed to execute the algorithm. …”
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Non-Intrusive Electrical Load Monitoring and Identification: Approaches, Tools and a Case Study by Elixie A.E., Alkahtani A.A., Alkawsi G., Salle S.F., Fazea Y., Ekanayake J.

“…The NILM identifies appliances and patterns of user consumption behaviour and disaggregates consumption of individual appliances from a single-point smart meter data. …”

Maximizing efficiency and sustainability: The role of AI in facility management / Ts. Elma Dewiyana Ismail by Ismail, Elma Dewiyana

“…Energy management is another area where AI can be valuable. By analyzing data from various building systems, such as HVAC, lighting, and electrical equipment, AI algorithms can identify patterns and inefficiencies in energy consumption. …”
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Plagiarism Detection System for Java Programming Assignments by Using Greedy String-Tilling Algorithm by Norulazmi, Kasim

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Authenticating sensitive diacritical texts using residual, data representation and pattern matching methods / Saqib Iqbal Hakak by Saqib Iqbal , Hakak

“…The last method is based on the pattern matching approach, where given multiple pattern input is authenticated from a given text. …”
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A smart metering for energy management system via GSM-SMS based protocol by Fakharuddin, Azhar

“…With this proposed methodology, the end users are provided with proper awareness and they may plan their electrical consumption pattern. User are given plenty and incentives based on different time and consumption volume factors thus peak power consumption can be reduced and also wastage of electricity can be reduced until a specific level. …”
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Dealing with Routing Hole Problem in Multi-hop Hierarchical Routing Protocol in Wireless Sensor Network by Sama, Najm Us

“…Due to many-to-one data routing pattern, lack of energy consumption management will results early loss of CH’s energy in sink vicinity, which leads to a routing hole problem. …”
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Design of monitoring and control system of electricity power limiter using internet of things by Gunoto, Pamor, Yuliansyah, Toni, Nurdin, M., Hisyamuddin, .

“…By applying data analysis algorithms, this system is able to provide recommendations for better energy efficiency. …”
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A green clustering protocol for mobile sensor network using particle swarm optimization by Latiff, N.M.A., NikAbdMalik, N., Latiff, A.H.A.

“…Simulation results demonstrate that the proposed protocol using PSO algorithm can improve the energy consumption of the network, achieve better network lifetime, and increase the data delivered at the base station.…”
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A green clustering protocol for mobile sensor network using particle swarm optimization by Latiff, N.M.A., NikAbdMalik, N., Latiff, A.H.A.

“…Simulation results demonstrate that the proposed protocol using PSO algorithm can improve the energy consumption of the network, achieve better network lifetime, and increase the data delivered at the base station.…”
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Customer purchase prediction and product recommendations by Wong, Ji Hin

“…Besides, both Apriori or the FP-growth algorithms are compared and find out that Apriori is faster for small datasets while FP-Growth is more efficient with large datasets due to its lower memory consumption. …”
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Load balancing and server consolidation in cloud computing environments: a meta-study by Fadhil, Mohammed Alaa, Othman, Mohamed

“…Recently, the growing demand for cloud computing services has caused a growing load on data centers. In terms of system behavior and workload, patterns of cloud computing are very dynamic; and that might serve to imbalance the load among data center resources. …”
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Optimizing LSTM S2S models with Evolutionary Mating Algorithm (EMA) for direct multi-step forecasting of household electrical power consumption by Al Mamun, Md Habib, Zuriani, Mustaffa, Junaida, Sulaiman, Mohd Herwan, Sulaiman

“…This study proposes a hybrid approach that combines a Long Short-Term Memory Sequence to Sequence (LSTM S2S) model with the Evolutionary Mating Algorithm (EMA) to optimize the model settings. The proposed model is tested on a public dataset of household power using seven input features and 48 hours of past data to predict the next 24 hours of power consumption using a direct multi-step approach.Additionally, a comparative analysis was made with standard LSTM, Gated Recurrent Units (GRU), and Recurrent Neural Networks (RNN). …”
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