Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782766
A. Nagy, J. Tick
The aim of the operative planning process is to offer a high quality of service for the passengers while, on the other hand, the costs for setting up and running the transit system should be small. Due to the dramatically increased processing capabilities today, manual work of planning and scheduling of metropolitan public transport operations should use advanced optimization methods. This paper briefly outlines the tasks of operative planning for transport management systems. The goal of this research is to create and implement the model in a real environment so that algorithms can be tested.
{"title":"Tasks of operative planning for transport management systems","authors":"A. Nagy, J. Tick","doi":"10.1109/SAMI.2019.8782766","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782766","url":null,"abstract":"The aim of the operative planning process is to offer a high quality of service for the passengers while, on the other hand, the costs for setting up and running the transit system should be small. Due to the dramatically increased processing capabilities today, manual work of planning and scheduling of metropolitan public transport operations should use advanced optimization methods. This paper briefly outlines the tasks of operative planning for transport management systems. The goal of this research is to create and implement the model in a real environment so that algorithms can be tested.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"24 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134554903","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782717
Matus Uchnar, P. Fecilak
Malware analysis and detection based on it is very important factor in the computer security. Despite of the enormous effort of companies making anti-malware solutions, it is usually not possible to respond to new malware in time and some computers will get infected. This shortcoming could be partially mitigated through using behavioral malware analysis. This work is aimed towards machine learning algorithms comparison for the behavioral malware analysis purposes.
{"title":"Behavioral malware analysis algorithm comparison","authors":"Matus Uchnar, P. Fecilak","doi":"10.1109/SAMI.2019.8782717","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782717","url":null,"abstract":"Malware analysis and detection based on it is very important factor in the computer security. Despite of the enormous effort of companies making anti-malware solutions, it is usually not possible to respond to new malware in time and some computers will get infected. This shortcoming could be partially mitigated through using behavioral malware analysis. This work is aimed towards machine learning algorithms comparison for the behavioral malware analysis purposes.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130964376","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782733
C. Ionescu
In this presentation, a complete overview of the current forms of computer-assisted drug delivery methodologies for general anesthesia will be given, along with the latest challenges. The choice of the instrumentation for gathering information from the patient in the closed loop used in the optimization scheme of the controller seems to be a crucial step in obtaining best possible results with respect to patient well-being and fast recovery. Our clinical studies indicate a possible improvement of current device for measuring pain non-invasively from skin impedance, what earlier though to be a limited approach. as perspectives, the completion of the puzzle with the hemodynamic system and nociceptor stimulation model is presented, along with an open-source benchmark simulator in Matlab® with mimicked patient population models.
{"title":"Computer-assisted Drug Delivery for General Anesthesia: Completing the Puzzle : Plenary Talk","authors":"C. Ionescu","doi":"10.1109/SAMI.2019.8782733","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782733","url":null,"abstract":"In this presentation, a complete overview of the current forms of computer-assisted drug delivery methodologies for general anesthesia will be given, along with the latest challenges. The choice of the instrumentation for gathering information from the patient in the closed loop used in the optimization scheme of the controller seems to be a crucial step in obtaining best possible results with respect to patient well-being and fast recovery. Our clinical studies indicate a possible improvement of current device for measuring pain non-invasively from skin impedance, what earlier though to be a limited approach. as perspectives, the completion of the puzzle with the hemodynamic system and nociceptor stimulation model is presented, along with an open-source benchmark simulator in Matlab® with mimicked patient population models.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116775179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782776
Mihaela Ghita, M. Ghita, D. Copot, C. Ionescu
In this paper is presented an experimental study with a test commonly used in research to detect thermal induced pain level: Cold pressure test (Ice-water immersion testing). By reviewing the fundamental knowledge about defining, characterization and nociceptor pathways of pain, a mathematical approach using fractional calculus have been made in order to develop the objective tool for pain assessment via skin impedance – ANSPEC-PRO. The preliminary results validate skin impedance as a tool to identify pain and no pain states after thermal nociceptor stimulation in awake volunteers in a laboratory environment.
{"title":"Methodologically Study for Detection of Thermal Induced Pain via Skin Impedance","authors":"Mihaela Ghita, M. Ghita, D. Copot, C. Ionescu","doi":"10.1109/SAMI.2019.8782776","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782776","url":null,"abstract":"In this paper is presented an experimental study with a test commonly used in research to detect thermal induced pain level: Cold pressure test (Ice-water immersion testing). By reviewing the fundamental knowledge about defining, characterization and nociceptor pathways of pain, a mathematical approach using fractional calculus have been made in order to develop the objective tool for pain assessment via skin impedance – ANSPEC-PRO. The preliminary results validate skin impedance as a tool to identify pain and no pain states after thermal nociceptor stimulation in awake volunteers in a laboratory environment.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129684242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782742
A. Olariu, M. Frigura-Iliasa, L. Dolga, H. Filipescu
This paper aims to develop an integrated monitoring system for a relatively small volume (less than one cubic meter) for which the volume should be scanned and stored in order to detect the presence of a foreign body (including parts of a human operator’s body). Applications are numerically controlled tools or power-operated industrial panels. It will take into account the definition of the monitored volume, a study on the possible use of 2D combined systems, the choice of the scanning system and data storage of the volume, the configuration of the equipment, the setting of the software for information storage and comparison, the writing of the related program sequences, examples of operating the system and the software, and, also, testing its operational efficiency.
{"title":"A New Technical Solution for an Industrial 3D Safety Recognition System","authors":"A. Olariu, M. Frigura-Iliasa, L. Dolga, H. Filipescu","doi":"10.1109/SAMI.2019.8782742","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782742","url":null,"abstract":"This paper aims to develop an integrated monitoring system for a relatively small volume (less than one cubic meter) for which the volume should be scanned and stored in order to detect the presence of a foreign body (including parts of a human operator’s body). Applications are numerically controlled tools or power-operated industrial panels. It will take into account the definition of the monitored volume, a study on the possible use of 2D combined systems, the choice of the scanning system and data storage of the volume, the configuration of the equipment, the setting of the software for information storage and comparison, the writing of the related program sequences, examples of operating the system and the software, and, also, testing its operational efficiency.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129877803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782740
Miklos Taliga
Electronic devices installed in today’s cars are able to solve more and more complex tasks aimed at enhancing the comfortability and safety of car users. The testing of these newly appeared devices is becoming more and more of a challenge to testing professionals. In the automobile industry, it is not enough anymore to put customers into the main focus of testing—instead, testing should closely fit the standards and directives concerning development. So, in my article, I am going to examine the standards and processes used in the safety-critical development system within the automobile industry. Regarding these standards, directives, and traditional testing aspects, I am going to determine testing groups and their related test activities. At the end of my article, I am going to illustrate the testing concept with examples.
{"title":"Image Quality in Safety Critical System","authors":"Miklos Taliga","doi":"10.1109/SAMI.2019.8782740","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782740","url":null,"abstract":"Electronic devices installed in today’s cars are able to solve more and more complex tasks aimed at enhancing the comfortability and safety of car users. The testing of these newly appeared devices is becoming more and more of a challenge to testing professionals. In the automobile industry, it is not enough anymore to put customers into the main focus of testing—instead, testing should closely fit the standards and directives concerning development. So, in my article, I am going to examine the standards and processes used in the safety-critical development system within the automobile industry. Regarding these standards, directives, and traditional testing aspects, I am going to determine testing groups and their related test activities. At the end of my article, I am going to illustrate the testing concept with examples.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125929469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782755
Artem Sokolov, A. Savchenko
In this article, we focus on the isolated voice command recognition for autonomous man-machine and intelligent robotic systems. We propose to create a grammar model for a small testing command set with self-loops for each state to return blank symbols for noise and-of-vocabulary words. In addition, we use single arc connected beginning and ending of the grammar in order to filter unknown commands. As a result, the grammar is resistant to distortions and unexpected words near or inside of command. We implemented the proposed approach using Finite State Transducers in the Kaldi framework and examined it using self-recorded noised data with various level of signal-to-noise ratio. We compared recognition accuracy and average decision-making time of our approach with the state-of-the-art continuous speech recognition engines based on language models. It was experimentally shown that our approach is characterized by up to 60% higher accuracy than conventional offline speech recognition methods based on language models. The speed of utterance recognition is 3 times higher than speed of traditional continuous speech recognition algorithms.
{"title":"Voice command recognition in intelligent systems using deep neural networks","authors":"Artem Sokolov, A. Savchenko","doi":"10.1109/SAMI.2019.8782755","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782755","url":null,"abstract":"In this article, we focus on the isolated voice command recognition for autonomous man-machine and intelligent robotic systems. We propose to create a grammar model for a small testing command set with self-loops for each state to return blank symbols for noise and-of-vocabulary words. In addition, we use single arc connected beginning and ending of the grammar in order to filter unknown commands. As a result, the grammar is resistant to distortions and unexpected words near or inside of command. We implemented the proposed approach using Finite State Transducers in the Kaldi framework and examined it using self-recorded noised data with various level of signal-to-noise ratio. We compared recognition accuracy and average decision-making time of our approach with the state-of-the-art continuous speech recognition engines based on language models. It was experimentally shown that our approach is characterized by up to 60% higher accuracy than conventional offline speech recognition methods based on language models. The speed of utterance recognition is 3 times higher than speed of traditional continuous speech recognition algorithms.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128419948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782746
Bence Tóth, S. Szénási
In the fields of forestry and horticulture, experts need reliable forecasts about the growth of trees. It is a very complicated process affected by a lot of external factors (weather, light conditions, other objects, etc.), and the already existing applications can give only rough estimations. This paper presents a novel solution for this problem, based on the simulation of the growth from the first day of the tree. During the simulation the program takes into account all the properties of the species and the surrounding environment, where these modifiers can be easily changed. The simulation can handle a group of trees at once, these can affect both their own and their neighbours’ development. The state of the simulation can be displayed as three dimensional models at any time of the process. These show the distortion effects of the environment, giving a realistic model about the integration of the trees into their environments. Because this simulation is computationally intensive, the paper also presents some methods for accelerating it with graphics accelerators.
{"title":"The Simulation of Tree Growth in the Light of Environmental Effects","authors":"Bence Tóth, S. Szénási","doi":"10.1109/SAMI.2019.8782746","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782746","url":null,"abstract":"In the fields of forestry and horticulture, experts need reliable forecasts about the growth of trees. It is a very complicated process affected by a lot of external factors (weather, light conditions, other objects, etc.), and the already existing applications can give only rough estimations. This paper presents a novel solution for this problem, based on the simulation of the growth from the first day of the tree. During the simulation the program takes into account all the properties of the species and the surrounding environment, where these modifiers can be easily changed. The simulation can handle a group of trees at once, these can affect both their own and their neighbours’ development. The state of the simulation can be displayed as three dimensional models at any time of the process. These show the distortion effects of the environment, giving a realistic model about the integration of the trees into their environments. Because this simulation is computationally intensive, the paper also presents some methods for accelerating it with graphics accelerators.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123195800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782727
J. Chrobok, Martin Schmidt, M. Penhaker, J. Kubícek, M. Hlavácková, P. Vávra, P. Ihnát
The aim of this work was to design a system of needle cleaning for radiofrequency ablation tools in order to replace the current cleaning methods, which use ordinary sandpaper. This method of cleaning is time-consuming, and therefore needs to be replaced. The greatest benefit of the solution would be the speed and ease of cleaning during surgeries.
{"title":"Design and Stress Analysis of a System for Cleaning Needle Electrodes for Radiofrequency Ablation during Surgeries","authors":"J. Chrobok, Martin Schmidt, M. Penhaker, J. Kubícek, M. Hlavácková, P. Vávra, P. Ihnát","doi":"10.1109/SAMI.2019.8782727","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782727","url":null,"abstract":"The aim of this work was to design a system of needle cleaning for radiofrequency ablation tools in order to replace the current cleaning methods, which use ordinary sandpaper. This method of cleaning is time-consuming, and therefore needs to be replaced. The greatest benefit of the solution would be the speed and ease of cleaning during surgeries.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127949036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782715
Z. Garaguly, L. Kovács, M. Kozlovszky
High resolution digital images can be taken of small objects, with holography and holographic reconstruction, similarly to traditional phase-contrast microscope. In our paper we focus on the possible image reconstruction quality factors of holographic imaging. We have done a systematic parameter assessment of holographic imaging, using a self-built, in-line, lensless, holographic microscope system. Based on our measurements we have defined and generalized the optimal system parameters of an in-line holographic microscope system.
{"title":"Assessment of digital holographic image quality parameters","authors":"Z. Garaguly, L. Kovács, M. Kozlovszky","doi":"10.1109/SAMI.2019.8782715","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782715","url":null,"abstract":"High resolution digital images can be taken of small objects, with holography and holographic reconstruction, similarly to traditional phase-contrast microscope. In our paper we focus on the possible image reconstruction quality factors of holographic imaging. We have done a systematic parameter assessment of holographic imaging, using a self-built, in-line, lensless, holographic microscope system. Based on our measurements we have defined and generalized the optimal system parameters of an in-line holographic microscope system.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128158271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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