PENERAPAN K-NEAREST NEIGHBORS DAN RANDOM OVERSAMPLING PADA KLASIFIKASI KEJADI…

Before performing classification, it is important to ensure that the dataset used does not contain missing data and imbalanced data. Missing data is a condition where some information or data from the dataset is not available. Imbalanced data is a condition where the number of observations in one class in a dataset is much greater than the number of observations in other classes. The purpose of…

UJI KINERJA ALAT PERAJANG TIPE GESER (SLIDING BLADE) PADA BERBAGAI SUDUT POTO…

Penelitian ini bertujuan untuk mengetahui kinerja alat perajang tipe geser (sliding blade) pada berbagai sudut potong pisau dan beban tekan umbi singkong terhadap kapasitas kerja dan irisan yang dihasilkan. Penelitian dilaksanakan bulan Juni 2024 sampai dengan selesai di Sub Laboratorium Mesin Jurusan Teknologi Pertanian, Fakultas Pertanian, Universitas Sriwijaya. Metode yang digunakan peneliti…

KNOWLEDGE DISCOVERY PADA CHURN PELANGGAN E-COMMERCE MENGGUNAKAN INTERPRETABLE…

Customer churn remains a major challenge in the e-commerce industry as it directly impacts revenue and long-term customer value. This study applies an interpretable machine learning approach to not only predict churn but also identify the key factors influencing it. The analysis uses a publicly available dataset containing customer behavior and transaction records, with data preparation steps i…

ANALISIS SENTIMEN PENGGUNA MEDIA SOSIAL X TERHADAP FILM SORE: ISTRI DARI MASA…

Indonesia’s film industry is rapidly expanding with diverse genres and new titles, creating a need for fast, data-driven mapping of audience sentiment. This study maps social media X users’ sentiment toward the film “Sore: Istri dari Masa Depan,” which carries an unconventional theme, while addressing limited manual labels on short and noise tweets. Support Vector Machine (SVM) is selec…

KNOWLEDGE DISCOVERY: ANALISIS SENTIMEN DAN EMOSI WHATSAPP BUSINESS DENGAN MAC…

WhatsApp Business is one of the platforms that provides direct, fast, and efficient business communication services. This research was conducted to evaluate user perceptions of WhatsApp Business thru an in-depth sentiment analysis and emotion classification approach applied to user reviews. The data used consisted of 3,000 reviews collected thru scraping techniques, which were then processed th…

ANALISIS MODEL CLUSTERING KECELAKAAN LALU LINTAS DI KOTA PALEMBANG MENGGUNAKA…

Between 20 and 50 million people suffer non-fatal injuries in road accidents every year, while more than a million of these incidents cause death. Road traffic crashes are a significant menace not only to the economy but also to public health. The numbers obtained are objective statistics not subject of personal opinion. This research aims to develop a clustering model using a machine learning …

PENERAPAN NAÏVE BAYES UNTUK KLASIFIKASI KEKASARAN PERMUKAAN BAJA S45C PADA P…

Surface roughness is one of the key quality parameters in machining that affects the performance and longevity of the produced components. This study examines the application of the Naïve Bayes method to classify or group the surface roughness of S45C steel in the CNC milling process. The Naïve Bayes method, known for its simplicity and effectiveness in solving classification problems, is use…

OPTIMASI ALGORITMA SUPPORT VECTOR MACHINE (SVM) DENGAN PARTICLE SWARM OPTIMIZ…

X (Twitter), with 237.8 million daily active users mostly aged 18 to 29, has become one of the largest and most influential communication platforms in the world. However, despite its potential as a tool for information sharing and interaction, X (Twitter) also presents major challenges in terms of online behavior. One of the main problems that has emerged is the rise of hate speech, which can d…

Handbook of MACHINE TOOLS Volume 3: Automation and Controls

Edition

1

ISBN/ISSN

0-471-26224-2

Collation

xx, 451 hlm., 23 cm

Series Title

HANDBOOK OF MACHINE TOOLS

Call Number

621.9 02 Wec h

Handbook of MACHINE TOOLS Volume 4: Metrological Analysis and Performance Tests

Edition

1

ISBN/ISSN

0-471-26225-0

Collation

-

Series Title

HANDBOOK OF MACHINE TOOLS

Call Number

621.9 02 Wec h

Handbook of MACHINE TOOLS Volume 2: Construction and Mathematical Analysis

Edition

1

ISBN/ISSN

0-471-26223-4

Collation

-

Series Title

HANDBOOK OF MACHINE TOOLS

Call Number

621.9 02 Wec h

Handbook of MACHINE TOOLS Volume 1: Types of Machines, Forms of Construction …

Edition

1

ISBN/ISSN

0-471-26222-6

Collation

-

Series Title

HANDBOOK OF MACHINE TOOLS

Call Number

621.9 02 Wec h

PEMODELAN PERAMALAN TINGKAT PENGANGGURAN DI INDONESIA MENGGUNAKAN ALGORITMA M…

Unemployment is a major global issue with significant socioeconomic impacts, including reduced individual well-being, increased inequality, and weakened economic stability. For Indonesia, as the largest economy in Southeast Asia, understanding the determinants of unemployment and developing reliable forecasting methods are crucial for effective policymaking. This study proposes a two-stage hybr…

KLASIFIKASI JUDUL BERITA BAHASA INDONESIA MENGGUNAKAN METODE SELEKSI FITUR CH…

News is an important source of information in society, and classification of news headlines is a challenge for organizing this information. This research aims to develop software that is able to classify Indonesian news headlines into 3 categories using the Support Vector Machine method with Chi-Square Feature Selection. The SVM method is known as an effective classification algorithm, while ch…

Bearings & Lubrication: MECHANICAL DESIGNERS' WORKBOOK

Edition

-

ISBN/ISSN

0-07-05628-2

Collation

xii, 196 p.; 30 cm.

Series Title

-

Call Number

621.8 Bea b

Standard Handbook of MACHINE DESIGN, SECOND EDITION

Edition

2

ISBN/ISSN

0-07-056958-4

Collation

xv, 102 p. ; 24 cm

Series Title

-

Call Number

621.815 Shi s

BASIC MACHINING REFERENCE HANDBOOK, Second Edition

Edition

-

ISBN/ISSN

0-8311-3120-9

Collation

viii 301 p. ; 24 cm

Series Title

-

Call Number

670.423 Mey b

High Voltage Vacuum Insulation: BASIC CONCEPTS AND TECHNOLOGICAL PRACTICE

Edition

-

ISBN/ISSN

0-12-437175-2

Collation

xxv, 568 hlm. : ilus. ; 24 cm.

Series Title

-

Call Number

621.310 42 Hig h

LATIN 2022: Theoretical Informatics 15th Latin American Symposium, Guanajuato…

This book constitutes the proceedings of the 15th Latin American Symposium on Theoretical Informatics, LATIN 2022, which took place in Guanajuato, Mexico, in November 2022. The 46 papers presented in this volume were carefully reviewed and selected from 114 submissions. They were organized in topical sections as follows: Algorithms and Data Structures; Approximation Algorithms; Cryptography…

KINEMATICS AND DYNAMICS OF MACHINERY, SECOND EDITION IN SI UNITS

Edition

-

ISBN/ISSN

978-007-131709-2

Collation

24 cm

Series Title

-

Call Number

629.28 Nor k

An Evaluation Framework for Multimodal Interaction: Determining Quality Aspec…

This book presents (1) an exhaustive and empirically validated taxonomy of quality aspects of multimodal interaction as well as respective measurement methods, (2) a validated questionnaire specifically tailored to the evaluation of multimodal systems and covering most of the taxonomy‘s quality aspects, (3) insights on how the quality perceptions of multimodal systems relate to the quality pe…

An Introduction for Ph.D. Students and Practitioners: Introduction to Printed…

This book describes in detail modern technologies for printed electronics, explaining how nanotechnology and modern printing technology are merging to revolutionize electronics fabrication of thin, lightweight, large and inexpensive products. Readers will benefit from the explanations of materials, devices and circuits used to design and implement the latest applications of printed electronics,…

Proceedings of the 13th International Conference on Man-Machine-Environment S…

The integrated and advanced science research topic Man-Machine-Environment system engineering (MMESE) was first established in China by Professor Shengzhao Long in 1981, with direct support from one of the greatest modern Chinese scientists, Xuesen Qian. In a letter to Shengzhao Long from October 22nd, 1993, Xuesen Qian wrote: “You have created a very important modern science and technology i…

Human Reliability, Error, and Human Factors in Power Generation

Human reliability, error, and human factors in the area of power generation have been receiving increasing attention in recent years. Each year billions of dollars are spent in the area of power generation to design, construct/manufacture, operate, and maintain various types of power systems around the globe, and such systems often fail due to human error. This book compiles various recent resu…

Recent Advances in Gearing : Scientific Theory and Applications

This book presents the most up-to-date accomplishments in gear design and gear production, detailing theory of gearing and its application. As an enormous number of gears are used in such sectors as automobiles, aerospace, machines, and similar industries, even a very small improvement in the gear design or production, for example a 10 cent savings on each gear, can result in huge of savings in…

Technological and Industrial Applications Associated With Industry 4.0

This book includes chapters related to the analysis of cultural differences as a tool to enrich tacit knowledge and make processes more efficient, the factors that influence job satisfaction and the value of social capital as a competitive strategy to achieve productivity and competitiveness of organizations, in addition to research of the utmost importance to discover the facets of the diamond…

Hybrid Classifiers: Methods of Data, Knowledge, and Classifier Combination

This book delivers a definite and compact knowledge on how hybridization can help improving the quality of computer classification systems. In order to make readers clearly realize the knowledge of hybridization, this book primarily focuses on introducing the different levels of hybridization and illuminating what problems we will face with as dealing with such projects. In the first instance t…

Immersive Technology in Smart Cities : Augmented and Virtual Reality in IoT

This book presents recent trends and enhancements in the convergence of immersive technology and smart cities. The authors discuss various domains such as medical education, construction, brain interface, interactive storytelling, edification, and journalism in relation to combining smart cities, IoT and immersive technologies. The book sets up a medium to promulgate insights and in depth under…

Federated Learning Systems

Edition

1

ISBN/ISSN

978-3-030-70604-3

Collation

xvi, 196p.: Ill

Series Title

-

Call Number

006.31 Fed

Multi-UAS Minimum Time Search in Dynamic and Uncertain Environments

This book proposes some novel approaches for finding unmanned aerial vehicle trajectories to reach targets with unknown location in minimum time. At first, it reviews probabilistic search algorithms that have been used for dealing with the minimum time search (MTS) problem, and discusses how metaheuristics, and in particular the ant colony optimization algorithm (ACO), can help to find high-qua…