Search Results - decision ((making data) OR (missing data)) processing

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  1. 1
    Evaluation of missing values imputation methods towards the effectiveness of asset valuation prediction model

    Evaluation of missing values imputation methods towards the effectiveness of asset valuation prediction model by Mohd Jaya, Mohd Izham, Sidi, Fatimah, Affendey, Lilly Suriani, Ishak, Iskandar, A. Jabar, Marzanah

    Published 2019
    “…The problem of missing values also led to a data quality problem which then resulted inaccurate decisions. …”
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  2. 2
    Optimizing skyline query processing in incomplete data

    Optimizing skyline query processing in incomplete data by Gulzar, Yonis, Alwan, Ali Amer, Turaev, Sherzod

    Published 2019
    “…Hence, missing data pose new challenges if the processing skyline queries cannot easily apply those methods that are designed for complete data. …”
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  3. 3
    Data prediction and recalculation of missing data in soft set / Muhammad Sadiq Khan

    Data prediction and recalculation of missing data in soft set / Muhammad Sadiq Khan by Muhammad Sadiq , Khan

    Published 2018
    “…Soft sets with incomplete data cannot be used in applications. Few researchers have worked on data filling and recalculating incomplete soft sets, and the current research focuses on predicting missing values and decision values from non-missing data or aggregates. …”
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  4. 4
    Skyline queries computation on crowdsourced- enabled incomplete database

    Skyline queries computation on crowdsourced- enabled incomplete database by Swidan, Marwa B., Alwan, Ali A., Turaev, Sherzod, Ibrahim, Hamidah, Abualkishik, Abedallah Zaid, Gulzar, Yonis

    Published 2020
    “…Most importantly, the skylines derived from incomplete databases are also incomplete in which some values are missing. Retrieving skylines with missing values is undesirable, particularly, for recommendation and decision-making systems. …”
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  5. 5
    An enhanced robust association rules method for missing values imputation in Arabic language data set

    An enhanced robust association rules method for missing values imputation in Arabic language data set by Salem, Awsan Thabet

    Published 2023
    “…In data quality, missing values is one form of data completeness problem faced by people who deal with data. …”
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  6. 6
    Development of an imputation technique - INI for software metric database with incomplete data

    Development of an imputation technique - INI for software metric database with incomplete data by Wasito, Ito, Olanrewaju, Rashidah F.

    Published 2007
    “…Missing data leads to loss of information, causes biasness in data analysis and hence results to inaccurate decision-making for project management and implementation. …”
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  7. 7
    Development Of Output-Based Decision Support Maintenance Model (OBDSMM) For Production Machines

    Development Of Output-Based Decision Support Maintenance Model (OBDSMM) For Production Machines by Ahmad, Rosmaini

    Published 2012
    “…This literature finding can be argued according to the three application criteria; data required and collection, data analysis/modelling and decision process. …”
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  8. 8
    A systematic review of recurrent neural network adoption in missing data imputation

    A systematic review of recurrent neural network adoption in missing data imputation by Nur Aqilah, Fadzil Akbar, Mohd Izham, Mohd Jaya, Mohd Faizal, Ab Razak, Nurul Aqilah, Zamri

    Published 2025
    “…It is often resulting from human error, system faults, and respondent non-response. Failing to address missing data can lead to inaccurate results during data analysis, as incomplete data sequences introduce biases and compromise the distribution of the synthesized data, and cause a negative impact on the decision-making process. …”
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  9. 9
    Skyline queries computation on crowdsourced- enabled incomplete database

    Skyline queries computation on crowdsourced- enabled incomplete database by Swidan, Marwa, Aljuboori, Ali A.Alwan, Turaev, Sherzod, Ibrahim, Hamidah, Zaid Abualkishik, Abedallah, Gulzar, Yonis

    Published 2020
    “…Most importantly, the skylines derived from incomplete databases are also incomplete in which some values are missing. Retrieving skylines with missing values is undesirable, particularly, for recommendation and decision-making systems. …”
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  10. 10
    Data Cleaning in Knowledge Discovery Database (KDD)-Data Mining

    Data Cleaning in Knowledge Discovery Database (KDD)-Data Mining by Fauziah Abdul Rahman, Mohammad Ishak Desa, Antoni Wibowo, Norhaidah Abu Haris

    Published 2014
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  11. 11
    Big data analytics and its role in election – a case study on Malaysia General Election 15 / An Nur Misha Badrul Kahar, Nur Ain Samsuddin and Nur Syakirah Salihin

    Big data analytics and its role in election – a case study on Malaysia General Election 15 / An Nur Misha Badrul Kahar, Nur Ain Samsuddin and Nur Syakirah Salihin by Badrul Kahar, An Nur Misha, Samsuddin, Nur Ain, Salihin, Nur Syakirah

    Published 2023
    “…Big data analytics involves analyzing large volumes of data to uncover trends and patterns for informed decision-making. …”
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  12. 12
    Efficient skyline query processing in incomplete graph databases using machine learning techniques

    Efficient skyline query processing in incomplete graph databases using machine learning techniques by Noor, Ubair, Hassan, Raini, Dwi Handayani, Dini Oktarina

    Published 2025
    “…Skyline queries play a critical role in multi-criteria decision-making systems by retrieving non-dominated data points from large datasets. …”
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  13. 13
    GNN-based skyline query processing for large-scale and incomplete graphs

    GNN-based skyline query processing for large-scale and incomplete graphs by Adzman, Hasan Khair, Hassan, Raini, Dwi Handayani, Dini Oktarina

    Published 2026
    “…They are widely used in decision-making, recommendation systems, and data filtering. …”
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  14. 14
    Multi-attribute decision-making based on soft set theory: a systematic review

    Multi-attribute decision-making based on soft set theory: a systematic review by Khameneh, Azadeh Zahedi, Kilicman, Adem

    Published 2019
    “…Multi-attribute decision-making (MADM) is a cognitive process for evaluating data under various attributes in order to find the best option in terms of the preferences of decision makers. …”
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  15. 15
    Petroleum reservoir analogues

    Petroleum reservoir analogues by Ganat, T.A.-A.O.

    Published 2020
    “…Therefore, the technical team, geologist and reservoir engineers must evaluate all accessible data types such as seismic, well logs, well testing, production data, cores and analogues data available, to make the best technical and business decisions in exploration and production operations process. …”
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  16. 16
    A Study on determinants of Customer Satisfaction Towards Broadband Services in Songkhla Province

    A Study on determinants of Customer Satisfaction Towards Broadband Services in Songkhla Province by Laeheem, Miss Fateemoh

    Published 2012
    “…It can be mentioned that factors influencing between internet service of all Broadband Services providers in Songkhla Province in Thailand, quality, speed of internet and price are influential for the decision making process of the customers to select the Broadband Services providers in Songkhla Province in Thailand. …”
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  17. 17
    A framework for evaluating skyline queries over incomplete data

    A framework for evaluating skyline queries over incomplete data by Gulzar, Yonis, Alwan, Ali Amer, Salleh, Norsaremah, Alshaikhli, Imad Fakhri Taha, Alvi, Idrees Mairaj

    Published 2016
    “…Research interest in skyline queries has been significantly increased over the years, as skyline queries can be utilized in many contemporary applications, such as multi-criteria decision-making system, decision support system, recommendation system, data mining, and personalized systems. …”
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  18. 18
    Decision Making Tool for Process Hazard Evaluation and Risk Assessment During Preliminary Design Stage in Chemical Process Industry

    Decision Making Tool for Process Hazard Evaluation and Risk Assessment During Preliminary Design Stage in Chemical Process Industry by Husin, M.F., Kamarden, H., Hassim, M.H., Ahmad, S.I., Mustafa, I.

    Published 2022
    “…During the design of the process, mainly the flow diagram of the process, errors may arise due to wrong decisions and basis made such as unsuitable process condition, construction material and etc., which will later cause problems to the following stages of the process lifecycle. …”
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  19. 19
    Estimating Direct Waves with Respect to Receiver Offset, Antenna Current and Frequency in MCSEM

    Estimating Direct Waves with Respect to Receiver Offset, Antenna Current and Frequency in MCSEM by Nyamasvisva, T.E., Yahya, N., Hasbullah, H.B., Rauf, M., Rostami, A., Dahy, E.

    Published 2016
    “…It enhances the decision-making process in offshore oil fields minimizing risk analysis associated with the uncertainties present in the oil and gas searching process. …”
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  20. 20
    Enhancement of cybersecurity awareness program on personal data protection among youngsters in Malaysia: an assessment

    Enhancement of cybersecurity awareness program on personal data protection among youngsters in Malaysia: an assessment by Abd Rahim, Noor Hayani, Hamid, Suraya, Mat Kiah, Miss Laiha

    Published 2019
    “…The improvements include i) Decision making process in using personal data, ii) Management of online application iii)Management of online contents iv)Management of password and username. …”
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