Abdul Harris
Curse of dimensionalityFeature selectionArtificial intelligencePattern recognitionInformation gain ratioInformation gainComputer scienceNaive Bayes classifierC4.5 algorithmAnomaly detectionSelection (genetic algorithm)
2Publications
0Citations
Publications 10
Newest
Independent enterprises that are able to exist and survive for several generations and are able to achieve the dreams they aspire to are the hopes of every founder. There are many factors that determine the success of an entrepreneur to survive the tough competition. These factors include the ability to respond internal and external changes quickly and accurately. The ability to win the competition, be able to know the situation, collaborate with other parties to work together and the ability to...
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Large data dimensionality is one of the issues in anomaly detection. One approach used to overcome large data dimensions is feature selection. An effective feature selection technique will produce the most relevant features and can improve the classification algorithm to detect attacks. There have been many studies on feature selection techniques, each using different methods and strategies to find the best and relevant features. In this study, a comparison of Information Gain, Gain Ratio, CFs-B...
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Last. Yovi PratamaH-Index: 3
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Rubber plants can be attacked by various diseases originating from fungi, pests, animals and even cancer cells. A method that is able to diagnose rubber disease is needed so that it is hoped that it can help farmers detect symptoms early so that the productivity of rubber plantations can increase. This study developed an analysis of the results of the diagnosis of rubber plant disease using the Mamdany Fuzzy method. The choice of this method departs from the fuzzy mamdany research which states t...
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#1Kurniabudi (Sriwijaya University)H-Index: 2
Last. Rahmat Budiarto (Al Baha University)H-Index: 13
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The feature selection techniques are used to find the most important and relevant features in a dataset. Therefore, in this study feature selection technique was used to improve the performance of Anomaly Detection. Many feature selection techniques have been developed and implemented on the NSL-KDD dataset. However, with the rapid growth of traffic on a network where more applications, devices, and protocols participate, the traffic data is complex and heterogeneous contribute to security issue...
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Tantangan deteksi serangan saat ini adalah jumlah trafik yang besar dan beragam serta hadir jenis serangan baru. Sehingga diperlukan teknik baru untuk meningkatkan performa deteksi. Dengan pesatnya perkembangan teknologi layanan komunikasi, menghasilkan trafik dengan informasi yang beragam. Pada dasarnya tidak semua informasi pada trafik jaringan digunakan untuk mendeteksi serangan seperti DDoS. Penelitian ini bertujuan meningkatkan performa Random Forest dalam mendeteksi serangan DDoS dengan se...
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STIKOM Dinamika Bangsa Jambi is an institution engaged in education. It's utilize computer networks to carry out institutional and other data management activities. Network service quality / Quality of Service (QOS) is used to measure the level of performance of internet network connections which aims to improve the quality of internet services for institutions. The method used is the action reseach where in this method before evaluating the quality of the existing network, first step in the dia...
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Sistem informasi geografis (SIG) atau juga dikenal sebagai geographic information system (GIS) akhir- akhir ini mengalami perkembangan yang berarti seiring kemajuan teknologi informasi. PT XL Axiata merupakan suatu perusahaan telekomunikasi terkemuka di Indonesia. Mulai beroperasi secara komersial sejak 8 oktober 1996. Kurang nya informasi dan letak geografis tower yang ada di kota jambi kurang baik, karena geografis di jambi masih banyak perbukitan dan hutan. Khusus nya karyawan yang datang dar...
#2Lola Yorita AstriH-Index: 2
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Dunia pendidikan memegang peranan penting dan sangat diperlukan untuk menghadapi era perkembangan teknologi seperti ini. Pendidikan merupakan salah satu bekal untuk menghadapi dan mengikuti perkembangan teknologi yang semakin pesat. Secara umum SMP Pelita Raya Kota Jambi dalam mepelajari seni budaya ialah dengan membaca buku pelajaran dan memperhatikan guru yang belajar di kelas. Untuk membantu proses belajar mengajar baik di kelas atau diluar kelas maka itu dibutuhkan perangkat ajar seni budaya...
Scholarship is income for the receiving and has a goal to help ease the burden of education expenses of students who are less capable but has a good achievement. Sometimes scholarships are not targeted and also take a long time because the interview process to students who are in need of much times. With the system that will provide the best alternatives in determining the student has the right and proper. This decision support system is made of a model Fuzzy Multi-Attribute Decision Making and ...
Menghadapi situasi persaingan industri minyak goreng yang semakin ketat, PT NAA melakukan integrasi kegiatan yang dimulai dari kegiatan memproduksi, mengemas produk hingga mendistribusikan minyak goreng dan melakukan strategi diferensiasi produk dengan merencanakan pemasaran produk minyak goreng sawit yang bermerk. Permasalahan yang dihadapi perusahaan guna mengantisipasi peluncuran minyak goreng sawit bermerk ini ke pasar dalam jangka pendek adalah susahnya upaya menerobos pasar minyak goreng I...
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