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Hybrid subjective evaluation of rule Exraction Algorithm using Weighted Subsethood-Based (WSBA) by Othman, Mahmod, Ku-Mahamud, Ku Ruhana, Hawani, Shezrin, Hamzah, Amir, Khalid, Shaiful Annuar, Abdullah, Fader

“…Fuzzy rules are important elements that being highlighted in any fuzzy expert system.This research proposes the framework of subjective performance evaluation using fuzzy technique for ranking the performance of the financial performance of a company under a multi criteria environment.There are a lot of techniques used such as fuzzy similarity function, fuzzy synthetic decision and satisfaction function have been adopted.The framework is based on fuzzy multi-criteria decision-making that consists of fuzzy rules.The use of fuzzy rules, which were extracted directly from input data through Weighted Subsethood-based (WSBA) Rule Generation Algorithm.WSBA rule generation use the subsethood values to generate the weights which finally produced the fuzzy general rules.The rules generated through the data provided knowledge in developed fuzzy rule The fuzzy rules embedded in the framework of subjective evaluation method showed advantages in generalizing the evaluation of the performance achievement, where the evaluation process can be conducted consistently in producing good evaluation results with the use of the membership set score.The results from the numerical examples are comparable to other fuzzy evaluation methods, even with the use of small rule size.…”
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MOTION PLANNING ALGORITHM FOR VEHICLE PARKING SIMULATION by Mohd Hilmi, Amirul Ehsan

“…Prototyping method is used in this project, where the prototype of the system is developed as soon as possible and it is then enhanced by adding more functions. …”
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Discovering decision algorithm from a distance relay event report by Othman, Mohammad Lutfi, Aris, Ishak, Abdullah, Senan Mahmood, Ali, Md. Liakot, Othman, Mohammad Ridzal

“…In helping the protection engineers deal with this overwhelming data, this study relied merely on digital protective relay’s recorded event report because, among other intelligent electronic devices, digital protective relay sufficiently provided virtually most attributes needed for data mining process in knowledge discovery in database. The method of discovering the distance relay decision algorithm essentially involved formulating rough set discernibility matrix and function from relay event report, finding reducts of pertinent attributes using genetic algorithm and finally generating relay prediction rules. …”
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The classification of wink-based eeg signals by means of transfer learning models by Jothi Letchumy, Mahendra Kumar

“…The implementation of pre-processing algorithms has been demonstrated to be able to mitigate the signal noises that arises from the winking signals without the need for the use signal filtering algorithms. …”
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Enhanced gravitational search algorithm for nano-process parameter optimization problem / Norlina Mohd Sabri by Mohd Sabri, Norlina

“…The capabilities of eGSA has been tested with 7 benchmark functions for minimization and compared with 2 other enhanced GSA algorithms. …”
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Deep learning-based classification of breast tumors in ultrasound images / Ayub Ahmed Omar by Ayub Ahmed, Omar

“…The accuracy performance matrices and Dice loss function are used to evaluate the performance of both U-Net and CNN classifier models. …”
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Designing of skull defect implants using C1 rational cubic Bezier and offset curves by Najihah, Mohamed, Ahmad, Abd Majid, Abd Rahni, Mt Piah, Zainul, Ahmad Rajion

“…In this study, data approximation by a rational cubic Bézier function uses HS to optimize position of middle points and value of the weights. …”
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Outage probability analysis of Co-Tier interference in heterogeneous network by Hasan M.K., Ismail A.F., Hashim W., Islam S., Hashim A.-H.A.

“…The outage probability countenance is expressed for the moment-generating function of the total SINR at the receivers end. …”

Use of experiment design methods to determine unseen data in face recognition problems by Abdullah, Shahrum Shah, Mohd. Hashim, Abdul Wahab Ishari, A. Aziz, Khairul Azha

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Forensic language of property theft genre based on mathematical formulae and machine learning algorithms / Hana' Abd Razak by Abd Razak, Hana'

“…Convolution Neural Network (CNN) using deep learning algorithm is chosen in identifying frequency of movement and execution time of housebreaking crime. …”
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Outage probability analysis of Co-Tier interference in heterogeneous network by Hasan, Mohammad Kamrul, Ismail, Ahmad Fadzil, Hashim, Wahidah, Islam, Shayla, Hassan Abdalla Hashim, Aisha

“…The outage probability countenance is expressed for the moment-generating function of the total SINR at the receivers end. …”
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A controller-agnostic random oracle based intrusion detection method in software defined networks / Adnan by Adnan, -

“…We model the solution in the real setting of SDNs using High Level Petri Nets (HLPN), analyze the rules with Z language, and formally verified the correct functioning using Z3 SMT solver. …”
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Performance Modeling And Size Optimization Of A Standalone Photovoltaic System by Abdul Qayoom, Jakhrani

“…Furthermore, SAPV components sizing method was formulated with a nonlinear unconstrained optimization technique by using first derivative method. …”
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Generating a Malay sentiment lexicon based on wordnet by Nur Sharmini Alexander, Nazlia Omar

“…The result shows the effectiveness of the proposed algorithm to generate Malay sentiment lexicon based on WordNet.…”
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Optimal placement and sizing of renewable distributed generation via gravitational search algorithm by Daud, Sa’adah, Abdul Kadir, Aida Fazliana, Gan, Chin Kim, Abdullah, Abdul Rahim, Sulaima, Mohamad Fani, Shamsudin, Nur Hazahsha

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Performance analysis of ant colony's algorithm: load-balancing in QoS-based wireless mesh networks routing by Moghanjoughi, Ayyoub Akbari, Khatun, Sabira, Mohd Ali, Borhanuddin, Raja Abdullah, Raja Syamsul Azmir

“…The results show that, this new proposed method shows better operation in comparison to Ant-Net and other related methods. …”
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Problem-solving method with semantic net based on DNA computing in artificial intelligence by Tsuboi, Yusei, Ibrahim, Zuwairie, Ono, Osamu

“…Moreover, we propose a problem-solving method with DNA-typed Semantic Net. In this method, it is possible to reason out a reference object by using DNA computing algorithm. …”
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Comparative study of apriori-variant algorithms by Mutalib, Sofianita, Abdul Subar, Ammar Azri, Abdul Rahman, Shuzlina, Mohamed, Azlinah

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Knowledge-based genetic algorithm for multidimensional data clustering by Purnomo, Muhammad Ridwan Andi, Saleh, Chairul, Lagaida, Reny Lituhayu, Hassan, Azmi

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Optimization variation for multiple heuristic approaches in solar tracking by Fam D.F., Koh S.P., Tiong S.K., Chong K.H.