Doctoral Dissertations
Doctoral Dissertations
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Now showing items 41-60 of 62
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Pendeteksian Objek Dalam Jaringan Sensor Nirkabel Multimedia
(Universitas Sumatera Utara, 2023)Object detection applications can be used to perform surveillance functions on car traffic. A car can be identified by its type and license number (plate). Meanwhile, the reliability of multimedia sensor networks for car ... -
Pengembangan Metode Local Outlier Factor (LOF) Berbasis Pruned Partisi Dengan Memperhatikan Jarak Ketercapaian Deteksi pada Data Stream
(Universitas Sumatera Utara, 2022)Outlier detection is studied and applied in many domains. Outliers arise due to different reasons such as fraudulent activities, structural defects, and mechanical issues. The detection of outliers is a challenging ... -
Pendekatan Data Driven untuk Stokastik Data Envelopment Analysis (SDEA)
(Universitas Sumatera Utara, 2022)This study proposed a decision-making method with a data-driven approach and robust optimization for determining performance efficiency for stochastic data envelopment analysis (SDEA) problems. Numerous situations are ... -
Subword Embedding dengan Pendekatan Byte Pair Encoding dan Morfologi Bahasa Indonesia
(Universitas Sumatera Utara, 2021)The conventional word embedding method treats words as the smallest independent entity unit and ignores word's internal structure. This causes the embedding unable to handle out of Vocabulary (OOV) and unable to capture ... -
Model Dinamis Penetapan Lokasi Evakuasi pada Mitigasi Bencana
(Universitas Sumatera Utara, 2022)Penanggulangan bencana dapat dikelompokan menjadi tiga tahapan mulai dari prabencana, saat tanggap darurat, dan pascabencana. Mitigasi merupakan bagian kegiatan pada tahap prabencana.. Dalam mitigasi salah satu faktor ... -
Optimisasi Quantum Circuit pada Arsitektur Quantum Perceptron untuk Klasifikasi Data
(Universitas Sumatera Utara, 2022)The background of this research is that the proposed learning algorithm is not yet optimal. The measurement value of the percentage of qubits is still 90.7%, it is necessary to increase the value of the percentage of qubits. ... -
Optimalisasi Cluster Berdasarkan Pendekatan Optimisasi Kombinatorial untuk Algoritma Penentuaan Data dalam Cluster
(Universitas Sumatera Utara, 2022)Clustering still leaves problems in selecting the optimal cluster from a number of K tests in order to obtain an accurate grouping analysis. Accurate in the sense of the number of clusters while correct in terms of ... -
Optimization Model foOptimization Model for Smart Sharia Tourism Planning Problems Multi-Criteriar Smart Sharia Tourism Planning Problems Multi-Criteria
(Universitas Sumatera Utara, 2021)Disertasi ini mengusulkan metodologi pengambilan keputusan berdasarkan metode Multi Criteria Decision Analysis MCDA dalam rencana pengembangan wisata syariah SMART berkelanjutan. Wisata syariah SMART adalah kegiatan rekreasi ... -
Model Keputusan Distribusi Sekuensial Terjadwal pada Sistem Manufaktur Berkelanjutan
(Universitas Sumatera Utara, 2021)logistik memiliki peran yang sangat penting dalam proses distribusi, sehingga fungsi strategis manufaktur logistik adalah merencanakan, melaksanakan, dan mengendalikan efektifitas dan efisiensi penyimpanan dan arus barang, ... -
Model Sistem Pendukung Keputusan Optimasi Pengelolaan Potensi Daerah Secara Terpadu dengan Pendekatan Data Driven
(Universitas Sumatera Utara, 2021)The potential of the region should follow dramatic advances in information technology (IT). Spatial data processing has evolved to the point where these results are highly in line with the application challenges desired ... -
Pendekatan Optimisasi Stokastik Kombinatorial untuk Analisis Sentimen di Media Sosial Berdasarkan Teknik Pemilihan Fitur
(Universitas Sumatera Utara, 2021)Undoubtedly that the huge business data could make data analysis becomes more complicated such that the decision making process would be out of reach. This condition happens in the fields of consumer buying behaviour. ... -
Model Optimization in The Discovery of The Rule Time Series Data Mining
(Universitas Sumatera Utara, 2021)This research is motivated by the abundance of abundant time series data found, often regarded as trash and neglected due to the inability to find knowledge or interesting patterns from the data stack. Time series data ... -
Model Optimisasi Mixed Integer Linear Programming untuk Perencanaan Rantai Suplai dengan Pendekatan Data Driven
(Universitas Sumatera Utara, 2021)This research is motivated by the potential for inconsistent data or uncertainty in decision making, therefore it is necessary to create and develop models related to optimization models for supply chain planning. Optimization ... -
Metode Pengembangan Pendekatan Metaheuristik dalam Menyelesaikan Optimisasi Kombinatorial
(Universitas Sumatera Utara, 2020)Combinatorial optimization problems arise, in many forms, in various aspects of everyday life. Nowadays, a lot of services are driven by optimization algorithms, enabling us to make the best use of the available resources ... -
Faktorisasi Modulus RSA Secara Metaheuristik dan Eksak
(Universitas Sumatera Utara, 2021)Sejak dipublikasikan pada tahun 1978, algoritma RSA (Rivest-Shamir-Adleman) menjadi salah satu algoritma kriptografi kunci publik pertama yang menerapkan konsep kriptografi asimetrik Diffie-Hellman yang masih digunakan ... -
Supervised Image Classification untuk Fenomena Chaos Angin Puting Beliung Berdasarkan Average Correlation Angle
(Universitas Sumatera Utara, 2021)Cumulonimbus clouds are one of the earliest formations leading to small-scale tornadoes known locally in Indonesia as "angin puting beliung" or waterspouts. Cumulonimbus clouds show some irregular and undefined phenomena ... -
Faktorisasi Modulus RSA secara Metaheuristik dan Eksak
(Universitas Sumatera Utara, 2021)Sejak dipublikasikan pada tahun 1978, algoritma RSA (Rivest-Shamir-Adleman) menjadi salah satu algoritma kriptografi kunci publik pertama yang menerapkan konsep kriptografi asimetrik Diffie-Hellman yang masih digunakan ... -
Model Jaringan Saraf Tiruan untuk Variabel Tidak Pasti
(Universitas Sumatera Utara, 2020)The Implementation of Artificial Neural Network (ANN) model does not provide optimal results in learning with the large quantity with inputs of many variable and real time. The variable stated in matrix with plenty of ... -
Model Optimisasi dan Simulasi Komputer Pelayanan Perawatan Kesehatan Dalam Lingkup SMART Healthcare
(Universitas Sumatera Utara, 2019)To fulfill the service, it can be done maximally if the availability of resources at the service center is very sufficient, but the availability of resources cannot be assured that it will always be sufficient, and the ... -
Model Traffic Management Bencana untuk Smart City
(Universitas Sumatera Utara, 2018)Indonesia merupakan negara kepulauan yang terletak diantara empat lempeng tektonik yang mengakibatkan sering terjadinya gempa bumi. Bencana adalah suatu peristiwa yang mengancam dan mengakibatkan kerugian harta benda dan ...
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