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"Open Information Extraction (Open IE) merupakan topik yang telah diteliti cukup lama terutama pada bahasa Inggris. Pada pekerjaan open information extraction, dikembangkan banyak model baik yang melakukan ekstraksi relasi umum maupun yang berfokus pada relasi khusus, misalnya relasi numerik. Pada bahasa Indonesia, telah dikembangkan beberapa model open information extraction namun belum ada model yang berfokus pada relasi numerik. Padahal, sangat banyak informasi yang disajikan dalam bentuk numerik sehingga informasi tersebut belum dapat dimanfaatkan dengan baik. Karena itu, pada riset ini kami berfokus pada ekstraksi relasi numerik pada teks berbahasa Indonesia. Tantangan dalam pekerjaan ini adalah banyaknya relasi yang mungkin dari ekspresi numerik serta kategori ekspresi numerik yang beragam yaitu kardinal, kuantitas, persen, dan uang. Selain itu, banyak juga ekspresi numerik yang tidak menyatakan sebuah relasi numerik. Kontribusi riset ini adalah model ekstraksi atribut numerik dari teks berbahasa Indonesia. Walaupun pekerjaan ini adalah pilot task, model kami memperoleh hasil yang cukup baik dengan precision score 61.06%.

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Open Information Extraction (Open IE) is a widely studied topic, especially in English. In open information extraction research, many models have been developed for general relation extraction or for specific relations, for instance, numerical relations. In Indonesian language, there have been some works on open information extraction models but none is focusing on numerical relations. With so much information given in numerical expression, it is so unfortunate if that information can not be used. Thus, in this research, we focus on numerical relation extraction in Indonesian texts. The challenge in this work is a huge number of relations that can be produced from numerical expressions as well as several categories of numerical expressions: cardinal, quantity, percent, and money. Furthermore, many numerical expressions do not express any numerical relation. Our contribution is a numerical relation extraction model from Indonesian texts. While this work is a pilot task, our model obtained a good result with precision score of 61.06%."

"A revised textbook for introductory courses in numerical methods, MATLAB and technical computing, which emphasises the use of mathematical software."

"This book provides a thorough, rigorous presentation of kinematics and dynamics while using MATLAB as an integrated tool to solve problems. Topics presented are explained thoroughly and directly,allowing fundamental principles to emerge through applications from areas such as multibody systems, robotics, spacecraft and design of complex mechanical devices. This book differs from others in that it uses symbolic MATLAB for both theory and applications. Special attention is given to solutions that are solved analytically and numerically using MATLAB. "

"Learn how to use PTC® Mathcad Prime® 3.0, one of the world?s leading tools for technical computing, in the context of engineering, science, and math applications. Quickly harness the power of PTC Mathcad Prime 3.0 to solve both simple and complex problems. Essential PTC® Mathcad Prime® 3.0 is perfect for college students, first-time users, and experienced Mathcad 15 users who are moving to PTC Mathcad Prime 3.0.Updated from maxfield?s popular essential mathcad, this book introduces the most powerful functions and features of the new PTC Mathcad Prime 3.0 software and teaches how to apply them to create comprehensive calculations for any quantitative subject. Examples from several fields demonstrate the power and utility of PTC Mathcad?s tools while also demonstrating how users can eff ectively incorporate Microsoft® Excel spreadsheets into the software."

"This book is for students following an introductory course in numerical methods, numerical techniques or numerical analysis. It introduces MATLAB as a computing environment for experimenting with numerical methods. It approaches the subject from a pragmatic viewpoint, theory is kept at a minimum commensurate with comprehensive coverage of the subject and it contains abundant worked examples which provide easy understanding through a clear and concise theoretical treatment. This edition places even greater emphasis on ‘learning by doing’ than the previous edition."

"Penelitian ini merupakan upaya untuk memprediksi hasil akhir dari ukuran butir pada paduan A356 aluminium dalam proses pendinginan. Analisa termal dilakukan utamanya menggunakan curva pendinginan, dengan bantuan software buatan sendiri yang mengandalkan media pemrograman yakni MATLAB/MathWorks dalam pengerjaannya. Selain itu, pengolahan data eksperimen empiris melalui metode statistika juga dilakukan untuk dapat memformulasikan rumus untuk melakukan prediksi ukuran butir usai dilakukan pendinginan, agar mendekati perhitungan asli. Software yang telah selesai dibuat digunakan untuk memproses hasil perekaman dari data logger dan thermocouple, sehingga menjadi sajian visual agar memudahkan proses Analisa. Perhitungan parameter dan prediksi ukuran butir dibuat sedemikian rupa agar pengerjaannya otomatis di dalam software, sehingga pengguna hanya perlu melakukan interpretasi. Dalam kasus ini, parameter yang dipakai adalah KF16, lereng grafik dari Al, tf, serta laju pendinginan keseluruhan. Meskipun pada akhirnya, tf adalah yang paling efektif untuk dijadikan parameter.

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This research is an attempt to predict the final result of grain size in A356 aluminum alloy in the cooling process. Thermal analysis is carried out mainly using a cooling curve, with the help of homemade software that relies on media programming, namely MATLAB/MathWorks in its execution. In addition, empirical experimental data processing is also carried out to be able to formulate a formula for predicting grain size after cooling, so that it is close to the original calculation. The software that has been completed is used to process the production results from the data logger and thermocouple, so that it is visual to facilitate the analysis process. The calculation parameters and grain size predictions are made in such a way that the processing is automated in the software, so that users only need to interpret. In this case, the parameters used are KF16, the slope of Al, tf, and the total cooling rate. Although in the end, tf is the most effective for parameterization."

"Are you familiar with the IEEE floating point arithmetic standard? Would you like to understand it better? This book gives a broad overview of numerical computing, in a historical context, with special focus on the IEEE standard for binary floating point arithmetic. Key ideas are developed step by step, taking the reader from floating point representation, correctly rounded arithmetic, and the IEEE philosophy on exceptions, to an understanding of the crucial concepts of conditioning and stability, explained in a simple yet rigorous context. It gives technical details that are not readily available elsewhere, and includes challenging exercises that go beyond the topics covered in the text.Numerical Computing with IEEE Floating Point Arithmetic provides an easily accessible yet detailed discussion of IEEE Std 754-1985, arguably the most important standard in the computer industry. The result of an unprecedented cooperation between academic computer scientists and the cutting edge of industry, it is supported by virtually every modern computer. Other topics include the floating point architecture of the Intel microprocessors and a discussion of programming language support for the standard."