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1
Forecasting and Trading of the Stable Cryptocurrencies With Machine Learning and Deep Learning Algorithms for Market Conditions
Published 2023“…Results demonstrate that ARIMA outperforms the other models in all cases, accurately projecting the price variability within the actual price range. Conversely, Facebook Prophet exhibits good performance to some extent. …”
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2
Efficient beamforming and spectral efficiency maximization in a joint transmission LTE-A system
Published 2016“…The beamformer obtained with the objective function of sum rate maximization achieves a spectral eficiency of 15.3% compared to BPSO BF in some of the conducted scenarios.…”
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3
Does organizational culture matter in the relationship between trust and SMEs performance
Published 2018“…Findings – The research findings were established using SmartPLS Algorithm and bootstrapping functions. According to the results, the research constructs have a satisfactory convergent and discriminant validity. …”
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4
Cryptanalysis on the modulus N=p2q and design of rabin-like cryptosystem without decryption failure
Published 2015“…Moreover, for the purpose of empirical evidences, some parameters are chosen in the course of the process to validate the efficiency in terms of algorithmic running time and memory consumptions. …”
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5
A collision resistant cryptographic hash function based on cellular automata rules
Published 2013“…Popular hash functions are Message Digest 4/5 (MD-4/5), Secure Hashing Algorithm (SHA-0/1) and RIPEMD, which are referred to as MDx-class hash functions due to some commonalities in their design with the MD-family. …”
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6
Cancer Prediction Based On Data Mining Using Decision Tree Algorithm
Published 2022“…One of the most fatal diseases nowadays in the world will be cancer. Some hereditary factors, environmental variables, and today's contemporary lifestyle all contribute to the development of cancer. …”
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Undergraduates Project Papers -
7
Multi-Objective Optimization of Solar Powered Irrigation System by Using Genetic Algorithm
Published 2015“…Initial range of [1; 2] and crossover fraction of 1.0 have majorly contributed to the optimal search parameters. After some tuning to get the best setting, the simulation shows that the fitness function of 3 objectives resulted with 17.4303 kW power output, 15.2355% efficiency and $143,533.10 fiscal savings. …”
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Final Year Project -
8
Studies on flat CORDIC implementation in field programmable gate arrays (FPGA) / Meera Subramaniam
Published 2004“…The CORDIC algorithm has been widely researched as an efficient hardware algorithm for the computation of trigonometric, hyperbolic and transcendental functions. …”
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9
CAT CHAOTIC GENETIC ALGORITHM BASED TECHNIQUE AND HARDWARE PROTOTYPE FOR SHORT TERM ELECTRICAL LOAD FORECASTING
Published 2017“…To overcome these ANN problems, the Genetic Algorithm (GA) has been most frequently used for this purpose, however, some drawbacks of GA include, slow search speed and dependence on initial parameters. …”
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10
Optimal Weighted Learning of PCA and PLS for Multicollinearity Discriminators and Imbalanced Groups in Big Data (S/O: 13224)
“…The developed algorithm weighted the n objects contribution in explaining the separation between groups. …”
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Monograph -
11
Recognition of isolated elements picture using backpropagation neural network / Melati Sabtu
Published 2005“…Several methods that related to this project also been derived through discussion about the image extraction, image preprocessing and some techniques about image segmentation. Gaining information from some resources such as articles and journals contribute various information and knowledge in process of investigation and discussion in order to make this project work smoothly. …”
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12
Semantic analysis system by using latent semantic analysis (LSA) algorithm on khutbah texts / Ammar Zuber
Published 2019“…With this information the system is able to produce results that can gives the user some useful information which can contribute in the later construction of khutbah texts. …”
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13
Green anaconda optimization based energy aware clustering protocol for 6G wireless communication systems
Published 2023“…The selection of proper CHs using metaheuristic algorithms fnds useful in design of energy-efcient WSNs. …”
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14
Fuzzy expert system to evaluate programming question / Norfarhana Syamiza Amir Sham
Published 2017“…In the university education system, examination result is one of the factors that contribute to passing and fail in sentence course. …”
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15
AI recommendation penetration testing tool for cross-site scripting: support vector machine algorithm
Published 2025“…Extensive testing, including unit, integration, and acceptance testing, has validated the system's functionality, although limitations such as a focus on XSS testing tools and some accuracy concerns were identified. …”
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16
Motion learning using spatio-temporal neural network
Published 2020“…However, most of the studies are based on sigmoidal neural networks in which some dynamic properties of the data are overlooked due to the absence of spatiotemporal encoding functionalities. …”
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17
Determination of blood cholinesterase, neurobehavioral performance and genetic damage due to organophosphate exposure among male cocoa farmers in Pahang and Perak, Malaysia
Published 2022“…There are other factors might contribute to poor motor functionality and manual dexterity such as the environment, genetics and their lifestyle. …”
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Enhancing performance of XTS cryptography mode of operation using parallel design
Published 2009“…These limitations in XTS have been successfully overcome by the enhanced parallel XTS mode of operation which gives a 1.80 speedup factor with 90 percent efficiency using AES as an encryption algorithm. …”
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20
An Improved Evolutionary Algorithm in Formulating a Diet for Grouper
Published 2023“…A semi random initialization operator is introduced to filter some important constraints thus increase the chances of obtaining feasible formulations or solutions. …”
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