Search Results - generation classifications technique

An enhancement of classification technique based on rough set theory for intrusion detection system application by Noor Suhana, Sulaiman

“…Thus, to deal with huge dataset, data mining technique can be improved by introducing discretization algorithm to increase classification performance. …”
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Dengue classification system using clonal selection algorithm / Karimah Mohd by Mohd, Karimah

“…The expected end is to automatically generate dengue classification. The evaluation conducted in this project has shown a promising accuracy. …”
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Evaluation of multibeam echosounder backscatter for classifying seafloor sediment using unsupervised and supervised technique at navigational channel / Muhammad Hafizuddin Mohmad N... by Mohmad Nazri, Muhammad Hafizuddin

“…Future work may consider ground truthing samples from the site to refine the classification further, employing techniques such as Random Forest. …”
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A WEB-BASED TOOL FOR TEST BANK QUESTIONS SELECTION BASED ON CLASSIFICATION MODEL by Koh, Kia Hui

“…Therefore, this project aims to develop a web-based question generator tool by using predictive data mining techniques. …”
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Using graph algorithm and classification technique for finding an optimal bus route in time-dependent travel times by Deelertmongkolchai, Satjayod, Chumwatana, Todsanai, Thaiupathump, Choonhapong

“…The proposed technique is able to find a least spent travel time path between two nodes in a bus network with time-dependence.Graph algorithm is used to generate all possible paths to reveal the distances.Classification technique is then used to analysis traffic situation in different period of the time.By analysis traffic situation, date, time, week, month, location are used as a main factor for training process in classification technique.From the experimental studies, the proposed technique is able to show the best route from any given node to the final destination depending on the different period of the time.The proposed technique provides significant benefit for traveler to select the best bus route, which is short distance and fast, among generated routes…”
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A comparative study in classification techniques for unsupervised record linkage model by Ektefa, Mohammadreza, Sidi, Fatimah, Ibrahim, Hamidah, A. Jabar, Marzanah, Memar, Sara

“…Problem statement: Record linkage is a technique which is used to detect and match duplicate records which are generated in data integration process. …”
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An insect classification analysis based on shape features using quality threshold ARTMAP and moment invariant by Shahrul Nizam, Yaakob, Jain, Lakhmi

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Dynamic rule refinement strategy of associative classifier for effective mammographic image classification by Abubacker, Nirase Fathima

“…The existing associative classification techniques that are used in Computer Aided Diagnosis (CADx) have proved their efficiency in mammogram classification. …”
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Krawtchouk Moment Invariant and Gaussian ARTMAP Neural Network: a combination techniques for image classification by Shahrul Nizam, Yaakob, Puteh, Saad

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Building classification models from imbalanced fraud detection data / Terence Yong Koon Beh, Swee Chuan Tan and Hwee Theng Yeo by Terence, Yong Koon Beh, Swee, Chuan Tan, Hwee, Theng Yeo

“…We evaluated the models generated from seven classification algorithms with two simple data balancing techniques. …”
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Multiclass classification for chest x-ray images based on lesion location in lung zones by Saad, Mohd Nizam, Muda, Zurina, Sahari, Noraidah, Abd Hamid, Hamzaini

“…Innovation in radiology technology has generated numerous kinds of medical images like the chest X-ray (CXR).This image is used to find common problem in lung like the lesion through scanning process in lung area which is divided into six zones.By classifying the CXR images with common feature like the lesion location, we can ensure efficient image retrieval.Recently, Support Vector Machine (SVM) has turn out to be a well-known method for image classification.While many previous studies have reported the achievement of SVM in classifying images, yet there is still problem with this technique for multiclass classification.Since SVM is a binary classification technique, its ability is limited to classifying features between two classes at one time. …”
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Malware classification framework for dynamic analysis using Information Theory by Moshiri, Ehsan, Abdullah, Azizol, Raja Mahmood, Raja Azlina, Muda, Zaiton

“…To propose a framework for Malware Classification System (MCS) to analyze malware behavior dynamically using a concept of information theory and a machine learning technique. 2. …”
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A hybrid-based modified adaptive fuzzy inference engine for pattern classification by Sayeed, Md. Shohel, Ramli, Abdul Rahman, Hossen, Md. Jakir, Samsudin, Khairulmizam, Rokhani, Fakhrul Zaman

“…A TSK type fuzzy inference system is constructed by the automatic generation of membership functions and rules by the hybrid fuzzy clustering and Apriori algorithm technique, respectively. …”
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Power quality disturbances classification using wavelet transform and support vector machine by Muhammad Hazwan Bin Harun

“…A technique for classification of hybrid Power Quality Disturbances is proposed based on Wavelet Transform and Support Vector Machine.2 types of Wavelet Transform are used on the generated Power Quality Disturbances signal, in order to decompose the signal. …”

Attribute related methods for improvement of ID3 Algorithm in classification of data: A review by Nur Farahaina, Idris, Mohd Arfian, Ismail

“…All the techniques assist the decision tree to find the most optimal attributes in each generation of the tree. …”
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Investigation of fault detection and isolation accuracy of different Machine learning techniques with different data processing methods for gas turbine by Molla Salilew, W., Ambri Abdul Karim, Z., Alemu Lemma, T.

“…Classification is an essential task for many applications, including text classification, image classification, data classification, and so on. …”
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Investigation of fault detection and isolation accuracy of different Machine learning techniques with different data processing methods for gas turbine by Molla Salilew, W., Ambri Abdul Karim, Z., Alemu Lemma, T.

“…Classification is an essential task for many applications, including text classification, image classification, data classification, and so on. …”
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A new classification technique based on hybrid fuzzy soft set theory and supervised fuzzy c-means by Handaga, Bana

“…This explosive growth has generated an urgent need for new techniques and automated tools that can assist us in transforming the data into more useful information and knowledge. …”
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Android Malware classification using static code analysis and Apriori algorithm improved with particle swarm optimization by Adebayo, Olawale Surajudeen, Abdul Aziz, Normaziah

“…However, only supervised learning techniques have proofed insufficient for malware classification task. …”
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Deep learning-based recommendation system: systematic review and classification by Li, Caiwen, Ishak, Iskandar, Ibrahim, Hamidah, Zolkepli, Maslina, Sidi, Fatimah, Li, Caili

“…However, there is a lack of literature regarding classification in systematic review papers that summarize the latest deep-learning techniques used in recommendation systems. …”
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