Judul: Pembentukan Overlap Graph Menggunakan Acgt Words Tree Pada Sekuens Dna
Abstrak: DNA sequence assembly memiliki peran yang sangat penting dalam analisis genom. Salah satu metode yang digunakan dalam DNA sequence assembly untuk penggabungan potongan-potongan fragmen adalah overlap layout consensus. Teknik overlap layout consensus yang digunakan adalah overlap graph. Pada graf ini, node merepresentasikan fragmen dan edge merepresentasikan overlap. Penelitian ini mengembangkan sebuah perangkat lunak untuk menyusun overlap graph menggunakan ACGT words tree. Evaluasi dilakukan dengan menghitung waktu eksekusi yang kemudian dibandingkan dengan penyusunan menggunakan suffix tree dengan nilai 15, 20, dan 25 pada minimum overlap. Minimum overlap didefinisikan sebagai panjang minimum dari substring yang diperhitungkan dalam overlap di antara 2 fragmen. Hasil evaluasi menunjukkan bahwa penyusunan overlap graph menggunakan ACGT words tree memberikan nilai output pada waktu eksekusi yang lebih cepat dibandingkan dengan penyusunan overlap graph menggunakan suffix tree.
Keyword: DNA sequence assembly, overlap graph, Overlap Layout Consensus, pendeteksian overlap.

Judul: Penyusunan Overlap Graph menggunakan Suffix Tree pada DNA Sequence
Abstrak: The DNA sequence assembly is very important in genome analysis. This step aims to reconstruct contigous DNA fragment (contigs) from short fragment by concatenating fragments based on the overlap region among them. This method employs overlap graph for solving the problems. In this graph, nodes represent fragments and edges represent overlap. This research developed a software for constructing overlap graph using suffix tree. The evaluation was conducted by measuring the number of nodes, number of edges, and the execution time in many values of minimum overlap. The minimum overlap is defined as the minimum length of substring which is considered as the overlap region between two fragments. The evaluation results showed that the number of nodes, the number of edges, and the execution time were increased with the decreasing of the minimum overlap value.
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Judul: Sectoral Effects Of Monetary Policy
Abstrak: The purposes of this study are three folds: (1) identifying which channels are effective for transmission of monetary policy; (2) assessing whether the transmission mechanisms at industry level are consistent with that at aggregate level; and (3) explaining why and how a channel becomes effective. The analyses are facilitated impulse response function (IRF) derived from a vector autoregression (VAR) model. Three channels are identified in this study: interest rate, real credits and exchange rate channels. The IRF results show that exchange rate is the only effective channel in affecting aggregate output and at least in five industries (the manufacturing industry; the construction industry; the trade, hotel, and restaurants industry; the transport and communication industry; and the finance, real estate, and business services industry). Meanwhile, the other two channels are not effective at aggregate and all industry. This finding suggests that there is some form of consistency between aggregate effects and industry effects. Moreover, the effect of real depreciation tend to be contractionary and thus supporting the idea of Krugman and Taylor (1976) among others. Output contraction seems to be associated with inflationary effect of the depreciation. This is a truly Keynesian type demand side story: following a real currency depreciation, purchasing power tends to weaken which then soaks the aggregate demand.
Keyword: transmission of monetary policy, industry level, IRF