This open access proceedings presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains selected papers from the fifth international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Berlin, March 12-13, 2020. Cyber Physical Systems are characterized by their ability to adapt and to learn: They analyze th…
This book presents the proceedings from the International Symposium for Production Research 2020. The cross-disciplinary papers presented draw on research from academics and practitioners from industrial engineering, management engineering, operational research, and production/operational management. It explores topics including: · computer-aided manufacturing; Industry 4.0 …
The book presents a collection of peer-reviewed articles from the International Conference on Innovations in Cyber Physical Systems (ICICPS 2020). The conference provided opportunities for the presentation of new research results and discussion about them. It was also an opportunity to generation of new ideas in all CPS aspects, including theory, tools, applications, systems, test-beds and fiel…
This book consists of chapters dedicated to the questions of cyber-physical system design and its usage for the chemical industry and new material design. Also, the contribution of the book covers scientific research and their results for cyber-physical systems design and application in the energy domain and solutions regarding engineering education for cyber-physical systems design. The book o…
This book introduces readers to the fundamentals of transportation problems under the fuzzy environment and its extensions. It also discusses the limitations and drawbacks of (1) recently proposed aggregation operators under the fuzzy environment and its various extensions; (2) recently proposed methods for solving transportation problems under the fuzzy environment; and (3) recently proposed m…
This book is designed to assist industrial engineers and production managers in developing procedural and methodological engineering tools to meet industrial standards and mitigate engineering and production challenges. It offers practitioners expert guidance on how to implement adequate statistical process control (SPC), which takes account of the capability to ensure a stable process and then…
PT. Bukit Asam Tbk. is a company engaged in the national mining sector, especially in coal mining. One of the performance targets of PT. Bukit Asam is zero accident rate (zero Accident) as an effort to prevent work accidents. Even though it has implemented a zero accident rate (Zero Accident) as an effort to prevent work accidents, but there are still cases of work accidents that occur in the m…
This SpringerBrief mainly focuses on effective big data analytics for CPS, and addresses the privacy issues that arise on various CPS applications. The authors develop a series of privacy preserving data analytic and processing methodologies through data driven optimization based on applied cryptographic techniques and differential privacy in this brief. This brief also focuses on effectively i…
Imperforate anus or often called anorectal malformation is a congenital condition of without anal opening or imperfect anal opening at birth. Worldwide, the incidence of anorectal malformations is estimated to be 1 in 2,000 to 5,000 live births. Anorectal malformations have serious complications if not treated properly and promptly. With the high incidence of anorectal malformations in children…
DDoS is one of many attacks used by hackes in carrying out cyber crimes. As for knowing attacks detectors, in presenting this research looking for parameters that play a major role ini the DDoS dataset, it is necessary to apply a feature selection. In the application of feature selection using several selection, namely Random Forest Classifier (RFC), Mutual Information Classifier (MIC), Correla…
Air transportation still has the possibility of having an accident. According to Boeing, fatal accidents on flights occur mostly in the final approach phase, which is 28%, and the landing phase, which is 26%. In Indonesia, Sultan Syarif Kasim II Airport is in 6th place out of the 10 most dangerous airports, according to research written by Sandhyvavitri in 2014. According to the NTSC, from 2010…
Performance appraisal is a process carried out by the company to evaluate employee performance in 1 period. Baznas of South Sumatra Province is one of the institutions that conduct regular employee performance assessments to measure the performance of each employee. Where employees in the best order can be promoted to positions. The large number of employees assessed causes the assessor to have…
SMA Bina Jaya Palembang's scheduling system is still manually made. When creating schedules, the Vice Principals of Curriculum have to consider many aspects which hinders the scheduling process. Genetic algorithm has been chosen in this study because it has been widely used in the solution of problems in the form of scheduling, this algorithm uses fitness as a benchmark for whether an individua…