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Direct approach for mining association rules from structured XML data
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Study and Implementation of Data Mining in Urban Gardening
Published 2019“…Attached sensors generate data and send these data to the Java Servlet application through a WIFI module. These data are processed and stored in appropriate formats in a MySQL server database. …”
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Article -
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Mining Sequential Patterns Using I-PrefixSpan
Published 2007“…Sequential pattern mining is a relatively new data-mining problem with many areas of application. …”
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A web-based implementation of k-means algorithms
Published 2022“…This stinginess of proximity measures in data mining tools is stifling the performance of the algorithm. …”
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Final Year Project / Dissertation / Thesis -
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Mining Sequential Patterns using I-PrefixSpan
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Citation Index Journal -
7
An improved Levenshtein algorithm for spelling correction word candidate list generation
Published 2016“…Experimental results show that the proposed algorithm outperforms Levenshtein algorithm in terms of the processing time by 36.45% while the accuracy of both algorithms is still the same.…”
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Thesis -
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Implementation of improved Levenshtein algorithm for spelling correction word candidate list generation
Published 2016“…The most widely used algorithm to generate the candidate list is the Levenshtein algorithm. …”
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Features selection for intrusion detection system using hybridize PSO-SVM
Published 2016“…The simulation will be carried on WEKA tool, which allows us to call some data mining methods under JAVA environment. The proposed model will be tested and evaluated on both NSL-KDD and KDD-CUP 99 using several performance metrics.…”
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Thesis -
10
Flock optimization algorithm-based deep learning model for diabetic disease detection improvement
Published 2024“…Then flock optimization algorithm is applied to detect the sequence; this process is used to reduce the convergence and optimization problems. …”
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Dengue outbreak prediction using an improved salp swarm algorithm
Published 2020“…The research includes study using Swarm Intelligence (SI) algorithm. In this study, an improved Salp Swarm Algorithm (iSSA) is proposed for dengue outbreak prediction. …”
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User song preferences using preference learning in artificial intelligence
Published 2022“…This experiment will use SVD model, KNN model, based on metadata. The problems face when making this project is a metadata of song are too big and processing such a large dataset is GPU-intensive and require a lot of system memory. …”
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Final Year Project / Dissertation / Thesis -
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Analysis of Microscopic Blood Samples for Detecting Malaria
Published 2013“…However, a computer-assisted system can be designed to assist in malaria diagnosis by employing image processing, analysis and feature recognition algorithm. …”
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Undergraduates Project Papers -
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Join query enhancement processing (jqpro) with big rdf data on a distributed system using hashing-merge join technique
Published 2021“…A selective dataset for each experimental query was also used for the processing of RDFs with a LUBM benchmark in sizes 500, 1000 and 2000 million triples. …”
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Thesis -
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Amplitude independent muscle activity detection algorithm of soft robotic glove system for hemiparesis stroke patients using single sEMG channel
Published 2020“…Many algorithms have been developed in the literature to detect muscle activities; however, most of these algorithms depend on amplitude features in the detection process. …”
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Enhancing counterfeit tag detection for RFID system using slotted aloha
Published 2021“…RFID is also used in inventory processes for RFID counterfeit detection and identification to reduce financial loss caused by shrinkage. …”
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Thesis -
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Fraud detection in telecommunication using pattern recognition method / Mohd Izhan Mohd Yusoff
Published 2014“…Due to the complexity of GMM, we use Expectation Maximization (or EM) algorithm by Dempster et al. (1977) to obtain the maximum likelihood estimates of the GMM parameters. …”
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18
Implementation of High Speed Large Integer Multiplication Algorithm on Contemporary Architecture
Published 2018“…To achieve certain level of security, Public Key Cryptography algorithm is performed on large integer that is more than 64-bit, typical bit size supported by conventional Central Processing Unit (CPU) (e.g. 512-bit for Elliptic Curve Cryptography (ECC), 2048-bit for Rivest-Shamir-Adleman (RSA) and million bits for Fully Homomorphic Encryption (FHE)). …”
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Final Year Project / Dissertation / Thesis -
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Classification of Emphysema Patterns in Computed Tomography Based On Gabor Filter
Published 2015“…The proposed algorithm is evaluated using k-fold cross validation technique and its performance is shown to produce low misclassification rate of 0.01%.…”
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Final Year Project -
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