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PENGENALAN VARIETAS MANGGA BERDASARKAN BENTUK DAN TEKSTUR DAUN MENGGUNAKAN METODE BACKPROPAGATION NEURAL NETWORK Fathorazi Nur Fajri; Purwanto Purwanto; Ricardus Anggi Pramunendar
Jurnal Teknologi Informasi - Cyberku (JTIC) Vol 13 No 2 (2017): Jurnal Teknologi Informasi CyberKU Vol. 13, no 2
Publisher : Program Pascasarjana Magister Teknik Informatika, Universitas Dian Nuswantoro

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Abstract

Pada saat ini mangga Indonesia sangat diminati oleh orang asing terlebih untuk mangga kualitas unggul seperti mangga manalagi dan gadung. Akan tetapi tak jarang masyarakat tidak mengerti atau keliru mengenali varietas mangga yang mereka tanam. Selama ini identifikasi atau pengenalan varietas mangga dilakukan dengan menggunakan mata. Hal ini pun dibutuh keahlian atau pakar dalam membedakan varietas mangga tersebut. Akan tetapi orang yang ahli mempunyai keterbatasan, tidak semua varietas mangga dapat dikenali atau diidentifikasi. Terdapat beberapa usulan model yang telah dilakukan untuk mengindentifikasi mangga dengan citra digital akan tetapi akurasi yang dihasilkan masih kurang yaitu di bawah 80 %. Selain itu masing masing peneliti hanya menggunakan satu fitur citra yaitu fitur tekstur. Penelitian ini mengunakan dataset sebanyak 300 citra daun mangga, 150 citra daun mangga varietas manalagi dan 150 citra daun gadung. Metode yang digunakan pada penelitian ini yaitu Backpropagation Neural Network (BPNN) dengan menggunakan fitur bentuk dan tekstur daun mangga. Model BPNN yang paling optimal pada penelitian ini yaitu menggunakan hidden layer = 19, learning rate = 0.9, momentum = 0.9 dan epoch = 100 dengan hasil root mean squar error (RMSE) = 0.0018. Kemudian hasil dari pengujian menggunakan citra daun mangga menghasilkan tingkat akurasi 96 %.
ALGORITMA SUPPORT VECTOR MACHINE UNTUK MEMPREDIKSI NILAI UJIAN NASIONAL Emi Rizky; Purwanto Purwanto; Heribertus Himawan
Jurnal Teknologi Informasi - Cyberku (JTIC) Vol 11 No 2 (2015): Jurnal Teknologi Informasi CyberKU Vol.11 no 2
Publisher : Program Pascasarjana Magister Teknik Informatika, Universitas Dian Nuswantoro

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Abstract

In order to improve the quality of graduate education through an exam in order to compete in domestic, regional and international levels and therefore require the achievement of national standards through the National Examination (UN). produce test scores that boast with the title and can pass the National Exam, due to lack of graduates when the National Examination become routine issues annually. This problem is felt by students, parents, teachers, educational units and agencies associated with other national exams. By looking at the reasons we need a prediction to predict the value of the UN. Soft computing has several abilities one of which is a technique that can be used to predict the ability of students to acquire the methods of the National Examination Support Vector Machine (SVM) which is a branch of artificial intelligence where the processing system configuration information obtained performance model for the prediction of the National Examination the Root mean squared Error (RMSE) is the best for Indonesian was 0.713 + / - 0.173, English at 0586 + / - 0.066, and Mathematics by 0882 + / - 0188. configuration with predictions using a barometer. k-fold 10, C (cost) of 0.1 with kernel-type radial Indonesian subjects, k-fold 10, C (cost) of 0.3 with radial kernel type for the subjects of English and Mathematics.
Pengaruh Kepemilikan Institusional, Corporate Social Responsibility,Ukuran Perusahaan dan Investment Opportunity Set terhadap Nilai Perusahaan Alfa Mariana Bleszyski; Purwanto Purwanto; Sari Widati
Journal Of Business, Finance, and Economics (JBFE) Vol 1, No 1 (2020): Journal Of Business, Finance, and Economics (JBFE)
Publisher : Universitas Veteran Bangun Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (138.507 KB) | DOI: 10.32585/.v1i1.725

Abstract

This research aims to test the effect of institusional ownwership, corporate social responsibility, firm size and investment opportunity set to firm value of non financial company that listed at Indonesia Stock Exchange in 2015-2018. The sample used in the study is 151 observations of non financial companies listed on the Indonesia Stock Exchange in the period 2015 to 2018 and took a sample using purposive sampling method. The data in the study came from the secondary data obtained through technical documentation. Data analysis technique used is the classial assumption test and multiple regression with the help of SPSS 21 for windows. The data of this study was to quality the classical assumption and test the suitability of the model with an adhusted R2 of 60,3%. The results show that: institusional ownership and firm size has a no effect to corporate value; corporate social responsibility and investment opportunity set has a positive significant to corporate value.Keyword : institusional ownership, corporate social responsibility, firm size, investment opportunity set, firm value
Rancang Bangun Aplikasi Pencatatan Penjualan Suku Cadang dan Jasa Service Motor Berbasis Desktop Pada PT. AS MOTOR Purwanto Purwanto; Erwin Sutomo; Rudi Santoso
Jurnal Sistem Informasi dan Komputerisasi Akuntansi (JSIKA) Vol 5, No 8 (2016)
Publisher : Jurnal Sistem Informasi Universitas Dinamika

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Abstract

The process of recording the sale of spare parts and services, the service motor that includes the company's interaction to the customer and internal interactions between parts of the PT. As Motor not computerized. The problem that exists is in the process of identifying damage to vehicle in which the mechanics are not doing service in accordance with the standard operating procedure as well as the mechanics are working on improvements often work vehicle repair other customers and service advisors are not directly know the stock of spare parts that exist when the sales of spare parts, the impact is disturbing the development and progress of the workshop.The solution to solve the problem is an application that can automate customer interactions to the company and the interaction between the internal parts is to design and build applications recording sales of spare parts and services, the service -based motor desktop. These applications generate sales reports information in the form of spare parts, spare parts sales reports per period, circulation reports sales of spare parts, service revenue reports per mechanics, spare parts inventory reports, and reports the purchase of spare parts. Keywords: Spare Parts, Service Fees, Sales, Desktop Based Application.
PENGARUH GAYA KEPEMIMPINAN, KEDISIPLINAN, DAN KOMPENSASI TERHADAP MOTIVASI KERJA Ahmad Agus Saikhoni; Sujiono Sujiono; Purwanto Purwanto
ASSET: Jurnal Manajemen dan Bisnis Vol 2, No 2 (2019): Edisi Desember 2019
Publisher : Universitas Muhammadiyah Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (62.721 KB) | DOI: 10.24269/asset.v2i2.2385

Abstract

Human Recources is one of the factors that determine the success of failure of HR companies company’s overall goals. Humans are a resource factor that is different from other factors, because humans have feelings, HR must be managed and fostered carefully and thoroughly in order to be able to make optimal contributions to the company. This study refers to the understanding of leadership style, discipline and compensation for the work motivation of employees of PT. UNIRAMA DUTA NIAGA is in ponorogo. This research is a quantitative descriptive study, while the research instrument is a questionnaire. The population used in this study were employees of PT. UNIRAMA DUTA NIAGA. Employees in this company approve 61 employees. Testing data instrument used were validation and reliability tests. Testing analysis and coefficient of determination, while testing the hypothesis using the t test and f test. The result of this study are (1) leadership style has an influence on employee work motivation with regression regression of 0.241 at the significance of 0.008. (2) Dicipline affects significant work motivation with a regression value of 0.119 with a significancevalue of 0.36. (3) Compencation is also significant on employee work motivation with a total regression of 0.519 with a significance value of 0,000. (4) leadership style, discipline, and compensation simultaneously have a significant influence on work motivation with a significance level value, 0117. 
MARKETING ON POLITICS AND PUBLIC LEADERSHIP Purwanto Purwanto; Eddy Madiono Sutanto; Asmara Indahingwati
Jurnal Manajemen dan Kewirausahaan Vol. 20 No. 1 (2018): MARCH 2018
Publisher : Management Study Program, Faculty of Business and Economics, Petra Christian University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (480.235 KB) | DOI: 10.9744/jmk.20.1.53-62

Abstract

This study examines the influence of political marketing and political will on public leadership and individual performance. The sample used is the people in Surabaya as many as 265 with a random sampling method. Amos 21 is used to test the indirect effect by using bootstrap test. The result of the research shows that political marketing and political will have a significant influence to the success of gaining public leadership, political marketing and marketing will have no significant effect on performance, and public le­a­dership has a significant effect on performance. For the indirect influence, political marketing and political will on individual performance are mediated by public leadership.
IMPLEMENTASI METODA MATRIX BERBASIS DISKRIT UNTUK MENDETEKSI OBYEK BERGERAK DI DALAM AIR Purwanto Purwanto; Unang Achlison
Elkom : Jurnal Elektronika dan Komputer Vol 12 No 1 (2019): Juli: Jurnal Elektronika dan Komputer
Publisher : STEKOM PRESS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/elkom.v12i1.107

Abstract

Number of fish seed can be measured by means of conventional observation using eye senses. But when the fish seed measured pretty much it will take a long time (not efficient) and cause incorrect measurement results (inaccurate). The accuracy of calculation of fingerlings is crucial trust between seller and buyer.During this time a sensor is used to detect the amount of fish seed is passed through a transparent hose using a light sensor (Light Dependent Resistor) and photodiode sensors as infra red light receiver. The level of accuracy of the sensor lies in the intensity of the light beam is received so that the sensor will be impaired if airya murky and there are air bubbles pass through the sensor so that the fish count error occurs.This research will be conducted design counters the number of fingerlings using infra red phototransistor sensor with a frequency of 20KHz to fish and then processed using the logic matrix. Results matrix logic into the data input to be processed by a microcontroller as the basis of results of calculation of the amount of fish.Development model studies using models of R & D (research and development) that produce a product in the form of the final product. Experiments were carried out using the type and length of catfish fingerlings with a length of 3 cm to 5 cm. Fish seed count tool has been tested to catfish farmers in the village Siwarak Ungaran City.The trial results calculators fish seeds have difference of 3% of the calculated results Manual or accuracy of calculation results have fish reaches 97%, then a counter of fish seed is acceptable to be used by catfish farmers.
DETEKSI BEGOMOVIRUS PADA TANAMAN CABAI MERAH DENGAN I-ELISA TEST DAN TEKNIK PCR S. Mudmainah; Purwanto Purwanto
Agroland: Jurnal Ilmu-ilmu Pertanian Vol 17, No 2 (2010)
Publisher : Universitas Tadulako

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Abstract

The aim of this research was to study the symptom appear in the fields caused by Begomovirus or other viruses. The laboratory research was conducted using I-ELISA to comfirm the presence of Begomovirus and other mixed viruses and PCR to study coat protein band DNA of Begomovirus.  The sample was collected from the plant that showed sympton of Begomovirus infection.  The results of I-ELISA detection showed that the symptoms was varied in the field.  The symptoms were mixed infection among Begomovirus and Tobamovirus, Cucumovirus, Potyvirus. Based on PCR detection, using universal primer coat protein of Begomovirus could amplify DNA fragment at 580 bp
PENGARUH JENIS PUPUK ORGANIK DAN PORPOSI PUPUK ANORGANIK TERHADAP KARAKTER FISIOLOGI DAN SERAPAN HARA N TANAMAN PADI SAWAH Purwanto Purwanto; Utomo Utomo; Bambang Rudianto Wijonarko; Budi Supono Indaryanto
Agroland: Jurnal Ilmu-ilmu Pertanian Vol 18, No 3 (2011)
Publisher : Universitas Tadulako

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Abstract

The aim of this research was to determine the effect of inorganic fertilizer proportion and organic fertilizer as well as its interaction to N uptake, N uptake efficiency, and physiological characters of rice plant. This research was conducted in the Experimental Farm of Agriculture Faculty of Jenderal Soedirman University Purwokerto, with soil type used was Inceptisol and located 110 m above sea level. This research was arranged using split plot design with four replicates. The main plots were the type of organic fertilizers i.e cow manure 5 t/ha, and straw compost 5 t/ha. The subplots were the proportion of inorganic fertilizers i.e P1: general dose recommendation (250 kg Urea, 150 kg SP-36 and 150 kg KCL), P2: 75% of general dose recommendation (187.5 kg Urea, 112.5 kg SP-36 and 112.5 kg KCL), P3: 50% of general dose recommendation (125 kg Urea, 75 kg SP-36 and 75 kg KCL), P4: P and K according to soil nutrient status + N according to Leaf Color Chart scale (LCC), P5: 150 kg SP-36, 150 kg KCl, and N according to LCC scale, and control (without fertilizer). The observed variables were leaf area index, leaf greenness, leaf chlorophyll content, N uptake, and N uptake efficiency. Data was analyzed using F test and if the differences were significant, the analysis was proceed with DMRT test at 5% error levels and orthogonal contrast test. The results showed that the dose of inorganic fertilizer increased the leaf area index, chlorophyll content, N uptake and N uptake efficiency. The reduction of inorganic fertilizer dose up to 50% of general dose increased the content of chlorophyll a. N uptake efficiency was higher in the N fertilizer added based on LCC and P and K based on soil nutrient status treatment than the recommendation dose when straw compost was applied.
KAJIAN FISIOLOGI TANAMAN KEDELAI PADA BERBAGAI KEPADATAN GULMA TEKI DALAM KONDISI CEKAMAN KEKERINGAN Purwanto Purwanto; T. Agustono
Agroland: Jurnal Ilmu-ilmu Pertanian Vol 17, No 2 (2010)
Publisher : Universitas Tadulako

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Abstract

The aim of this research was to study the effect of drought stress and weeds density to the physiology of soybean plant. The research was a pot experiment arranged in a Randomized Completely Block Design (RCBD). Treatment factors were drought stress and initial population density of weeds. The drought stress treatments consisted of three levels, i.e.: field capacity, 60% field capacity and 40% field capacity water content. The density of weeds comprised 5 densities, i.e.: 0, 5, 10, 15 and 20 tubers per pot. Variables observed were leaf area, number of leaves, transpiration rate, photosynthesis rate, stomata width, number of chlorophylls, dry weight of above ground plant. Data were analyzed by F test, followed by Honestly Significant Difference (HSD) at error level of 5 %. The results showed that water stress at 60% of field capacity decreased the stomata width to 33.14%, 10.45% transpiration rate, and 7.73% chlorophylls contents. The initial population density of weeds decreased the stomata width up to 17.14%. The interaction effect of drought stress and weeds density reduced the leaf area to 35.70% and 20.41 % of photosynthesis rates.
Co-Authors . Supriyanto A. S.D. Purwantono Abadyo Abadyo Agung Budi Supangat Agung Doni Anggoro Agung Prasetyo Fitrianto Agung Teguh Setyadi Agus Somamihardja Agustina Retnoasih Ahmad Agus Saikhoni Ahmad Syaickhu Alfa Mariana Bleszyski Alter Lasarudin Aminatul Zahroh Amos Amos Anastasia Intan Sawitri Andriana Yeni Oswita Aningtyas Diningrum Anna Tri Wahyuni Apriangga Rachmandinur Aprilina Purbasari Ardian Prima Putra Ardian Putra Putra Arif Rakhman Suharso Arif Rianto Budi Nugroho Ario Hendartono Arrahman Arrahman Arwan Nur Ramadhan Aryanti Virtanti Anas Asmara Indahingwati Asta Arjunoarwan Hatta Ayu Devina Putri Azam Bachur Zaidy Azis N. Bambang B. Amrulloh B.M.A.S. Anaconda Bangkara Baehaqi Baharinawati Wilhan Hastanti Bambang Nur C Bambang Nur Cahyaningrum Bambang Rudianto Wijonarko Budi Purnomo Budi Supono Indaryanto Catur Aryanto Rahman Catur Supriyanto Damar Irsyad Ustadz Dedy Ansari Harahap Devit Setiono Dewi Retna Indrawati Didik Setiyawan Dita Amanah Djamaluddin Djamaluddin Djoko Santosa Djoko Sudarmono Dwi Achadiani Dwi Ayu Lutfiani Amalia Dyah Hesti Wardhani Eddy Madiono Sutanto Eka Junianti Eka Oktaviani Eko Pudjianto Eko Siswanto Elly Proklamasiningsih Emi Rizky Eneng Martini Erik Tri Wahyuni Erlyna Hidyantari Erwin Sutomo Evi Thelia Sari Faiqotul Falah Faizah Wardhina Faizal Beni Akbar Fajar Hanung Basworo Fathorazi Nur Fajri Fenandi Bilian Firdaus Kamilullah Suhada Fitria Roviqowati Flamboyan El Grascia H Hadiyanto Halimatus Sa’dyah Hardiono, Hardiono Hardjianto, Mardi Hargono Hargono Hartati S Hartmantyo Pradigto Utomo Heri Cahyono Heribertus Himawan Hijrah Faqih Ramadhan I Nengah Parta Ichwan Mochammad Buchori Iin Novitasari Imam Sujaj Intan Paramita Haty Irzal Nur, Irzal Jajang Hendar H Jatmiko Rinto Wahyudi Johan Suryo Prayogo Joko Christian Chandra Joko Tri Haryanto Kholisa Kholisa Kristian Korniadi Laela Nikmatul Wafiroh Laksono Trisnantoro Lamhot P Manalu Lenny Sari Lili Halimah M. Shodikin Marcellino Aditya Masyithoh G Meta Diana Moch Arief Soeleman Mochammad Ricky Andriyanto Mohammad Alif Riskyansah Mohammad Fathoni Mu'izzaddin Wa'addulloh Muhammad - Ramli Muhammad Anasrulloh Muhammad Aziz Muslim Muhammad Dwi Nursansyah Muhammad Khoiri Muhammad N. Misuari Muhammad Rasnijal Muis Nanja Muji Gunarto Mujiono Mujiono Mustofa Mustofa Nadia Sasmita Wijayanti Naja Alwi Mawardy Nana Haryanti Nedya Varchaty Nilna Hidayah Nining Wahyuningrum Nirmana Fiqra Qaidahiyani Nufus M Nunun Tri Widarwati Nur Sakinah Asaad Nurita Widianti nurtyas Laras Oedjijono Oedjijono Ori T Hartonegoro Pendik Hanafi Prijantono Dilyanto Pudail, M. Pudoli, Ahmad Pulung Nurtantio Purnomo , Budi Purwanto Purwanto Putri Ariatna Alia R. Prasetyo Agung Nugroho Rahmad Tullah Ramli sangaji Rani Pratikaningtyas Ratri Nugraheni Ricardus Anggi Pramunendar Rika Rizki Rohmah Rini Novrianti Sutardjo Rizanatu Fikrina Rizka Noor Miftakhul Ulum Rizki Amalia Robertus Sudaryanto Rony Kriswibowo Rosariastuti MMAR Rudi Santoso Rusina Widha Febriana S H Poromarto S. Agung S. Raharjo S. Mardin S. Mudmainah S. Suripin Safarudin Safarudin Salman Suleman Sari Widati Selfya Ningrum Setiyo Utomo Siswo Sumardiono Siti Nurchasanah Siti Nurul Azimi Slamet Minardi Slamet Prayitno Slamet Rohadi Suparto Soekma Akhriani Sri Hartati Sri Hernawati Sri Rukiyawati Sri Tutie Rahayu Sri Wahyu Agustiningsih Sri Widodo Stephanus Angger Cahyo Pratono Sudarno Sudarno Sufriadin, Sufriadin Sugiarto Sugiarto Suhaila Hasibuan Sujiono Sujiono Sukarmi Sukarmi Sumani Sumani Sunu Arsy Pratomo Suprapedi Suprapedi SUPRIYADI DARSOWIYONO Supriyadi Supriyadi Supyani Supyani Sutikno Sutikno Sutirman Sutirman Syafrudin Syafrudin Syahrul Donie syaifuddin syaifuddin Syamsul Huda T. Agustono T. Syahzaeni Tarjoko Tarjoko TATI NURHAYATI Tio Ari Laksono Utomo Utomo Virgiawan Toti Viriani Noviasari Dewi Wahyu Wahyu Wahyudi Wahyudi Wahyuningsih Wahyuningsih Yunus Indra Gunawan Zainul Asror