Judul: Keragaman Jenis Lalat Pengganggu dan Potensi Permasalahannya pada Ternak Sapi Potong di Bondowoso
Abstrak: The aim of this research was to study the diversity of species and the dominance of filth flies on beef cattle farms in Bondowoso. In addition, this research was to study the risk due to the presence of filth flies on beef cattle farms. The samples were carried out on 14 traditional farms and 1 communal farm. The samples were taken by sweeping net, then it had identified and analyzed to determine the density of flies. Fly density was expressed with relative abundance and species dominance. The diversity of flies in Bondowoso were Haematobia exigua, Stomoxys calcitrans, Musca domestica, Hippobosca variegata, and Tabanus megalops. The most dominant species was Haematobia exigua. The dominance value of Haematobia exigua on traditional farms was 87.88% and 89.27% on communal farm. A lot of fresh cow dungs in those farms influence the number Haematobia exigua because fresh cow dung was a suitable breeding place for these flies. These flies may carry Stephanofilaria, Trypanosoma evansi, and Bacillus anthracis.
Keyword: cattle farm, diseases risk, diversity, filth flies

Judul: Keragaman Jenis Lalat Pengganggu dan Potensi Permasalahannya Pada Ternak Sapi Potong di Daerah Cirebon
Abstrak: The aim of this research was to find out the diversity of filth flies on beef cattle in Cirebon, the domination of flies, the correlation of flies density and temperature and humidity, and the risk of disease that can be transmitted by the flies. The filth flies were taken by sweeping net in 18 small husbandries and 1 large husbandry in Cirebon. The data showed that the small husbandries was dominated by S. calcitran (57.19%), while the large husbandry was dominated by H. exigua (97.64%). Correlation of flies density and climate factor (temperature and humidity) were analysed by Minitab 16 only in large husbandry. The coefisient correlation (r) of flies density and temperature r=0.352 on M. domestica and r=0.158 on H. exigua. On the other hand, coefisient correlation of flies density and humidity was r=0.233 on M. domestica and r=0.018 on H. exigua. These result showed that there were no influence of climate factor to flies density fluctuation. The high population of S. calcitrans in small husbandries were potensial to raise Trypanosomiasis and Besnoitiosis cases, whereas population of H. exigua in large husbandry was to raise disease, especially miasis.
Keyword: filth flies, flies diversity, beef cattle

Judul: Quantum Convolutional Neural Network (QCNN) for Classification Brain Tumor MRI Image
Abstrak: Penelitian ini bertujuan untuk mengembangkan model deteksi tumor otak menggunakan citra MRI dengan metode Quantum Convolutional Neural Network. Data yang digunakan adalah citra MRI otak yang terdiri dari citra tumor otak glioma, meningioma, hipofisis, dan negatif tumor yang dibagi kedalam data latih dan uji dengan rasio 80:20. Selanjutnya data latih dilakukan penyeimbangan dengan teknik oversampling. Dilakukan pengembangan model untuk mendeteksi tumor otak (biner), dan juga model untuk mengklasifikasikan jenis tumor otak (multiclass). Parameter yang digunakan dalam pengembangan model adalah jumlah ukuran filer = 2 dan kedalaman = 4, dengan qubit 4, dan dilatih dengan jumlah epoch sebanyak 10. Data akan diproses dengan metode Quantum Convolutional Neural Network yang terdiri dari lapisan quantum convolution, lapisan flatten, dan lapisan dense. Model multiclass mendapatkan akurasi 52%, setelah data latih diseimbangkan akurasi model meningkat menjadi 62%, sedangkan model biner mendapatkan akurasi 88%, setelah data latih diseimbangkan akurasi model meningkat menjadi 89%.
Keyword: Citra MRI, Klasifikasi Citra, QCNN, Tumor Otak