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检索条件"任意字段=8th IFIP International Conference on Information Technology for Balanced Automation Systems"

共 106 条记录，以下是1-10 订阅

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

8th International Conference on Information and Communicatio...

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

ISBN: (纸本)9789819758098

the proceedings contain 65 papers. the special focus in this conference is on information and Communication technology for Intelligent systems. the topics include: A Malmquist Index for Measuring Productivity and Efficiency of ICTs on Literacy Rate Versus Life Expectancy;importance of Cybersecurity Education to Reduce Risks in Academic Institutions;learn with Love Application to Support the Development of Reading Skills in People with Down Syndrome;boosting Accuracy and Reducing Time in Laser Shooting Practices: Video Processing Solutions for Impact Evaluation;differential Performance of Satellite Navigation in Urban and Rural Andes of Ecuador;IP to Satellite Adaptation Level for a Bent Pipe Network Using DVB-S2/RCS2 Standards;performance Analysis for Image Rendering on Different Operating systems;Classification of Motor Imagery Tasks Using EEG Signal Analysis and Linear Discriminant Analysis;unveiling Mortality Patterns in Ecuador: A K-Modes Clustering Approach to Categorical Data Analysis;FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-Encoder;deTroll—Leveraging Graph Neural Networks with Attention Mechanism to Detect State-Sponsored Trolls;cancer Ease: You Are Not Alone!;experimental Development of Scripts for Data Network automation, Using the Python Programming Language and Open-Source Tools;a Novel Two-Stage Classification Architecture Integrating Machine Learning and Artificial Immune System for Intrusion Detection on balanced Dataset;identification and Functional Annotation of Potential Biomarkers Associated with thalassemia Using Machine Learning-Based Knowledge Discovery;Artificial Intelligence in Colorectal Cancer Diagnosis: "SYNERGY-NET" in Campania FESR-POR (European Fund of Regional Development—Regional Operative Program) Research Project;A New Optimization of Agricultural Greenhouse’s PAYLOAD Applying Light Weighted, Green Intelligent, and Secured Solutions Based on Visual Watermarking of Objective an

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

8th International Conference on Information and Communicatio...

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

ISBN: (纸本)9789819766802

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

8th International Conference on Information and Communicatio...

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

ISBN: (纸本)9789819757985

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

8th International Conference on Information and Communicatio...

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

ISBN: (纸本)9789819766772

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

8th International Conference on Information and Communicatio...

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

ISBN: (纸本)9789819766741

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

8th International Conference on Information and Communicatio...

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8th international conference on information and Communication technology for Intelligent systems, ICTIS 2024

ISBN: (纸本)9789819766833

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Towards a balanced Natural Language Processing: A Systematic Literature Review for the Contact Centre: Balancing the AI Triple Challenge of Opportunity, Ethics, and Opportunity Cost! 17th

Towards a Balanced Natural Language Processing: A Systematic...

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17th ifip WG 9.4 international conference on Implications of information and Digital Technologies for Development, ICT4D 2022

作者： Binza, Lungile Budree, Adheesh Department of Information Systems University of Cape Town Cape Town South Africa

ISBN: (纸本)9783031194283

Artificial Intelligence (AI), which is the design, development, and utilisation of iterative and complex algorithmic systems that complete tasks which normally required human intelligence, is rapidly gaining momentum throughout the world. through Machine Learning these AI systems automatically learn and adapt themselves so that they can offer an even more accurate outcome than humans and this offers many exciting benefits to most businesses and economies. But their introduction has raised ethical questions after some unethical conduct on their part like racism, biasness against women, unemployment (through intelligent automation), and inequality. After these incidents of unethical behaviour by some AI technologies around the globe most public, private, and even non-profit organisations embarked on initiatives to address the unethical conduct of AI systems. they produced a range of ethical AI frameworks, guidelines, and principles, but a properly balanced AI, where opportunity, ethics, and opportunity costs intersect, is still to be achieved or realised. Most AI Practitioners are pressured by their shareholders to prioritise commercial interests over ethical considerations. the findings from this Systematic Literature Review study, which used meta-analyses for qualitative synthesis, demonstrate that a balanced Natural Language Processing (NLP) is possible. © 2022, ifip international Federation for information Processing.

关键词： Machine learning

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DAEMON: Dynamic Auto-encoders for Contextualised Anomaly Detection Applied to Security MONitoring 37th

DAEMON: Dynamic Auto-encoders for Contextualised Anomaly Det...

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37th ifip TC 11 international conference on ICT systems Security and Privacy Protection (ifip SEC)

作者： Dey, Alexandre Totel, Eric Coste, Benjamin IRISA Rennes France Telecom Sud Paris SAMOVAR Inst Polytech Paris Palaiseau France Airbus Cyber Secur St Jacques De La Lande France

ISBN: (纸本)9783031069758;9783031069741

the slow adoption rate of machine learning-based methods for novel attack detection by Security Operation Centers (SOC) analysts can be partly explained by their lack of data science expertise and the insufficient explainability of the results provided by these approaches. In this paper, we present an anomaly-based detection method that fuses events coming from heterogeneous sources into sets describing the same phenomenons and relies on a deep auto-encoder model to highlight anomalies and their context. To implicate security analysts and benefit from their expertise, we focus on limiting the need of data science knowledge during the configuration phase. Results on a lab environment, monitored using off-the-shelf tools, show good detection performances on several attack scenarios (F1 score approximate to 0.9), and eases the investigation of anomalies by quickly finding similar anomalies through clustering.

关键词： Anomaly detection Heterogeneous log analysis Human-automation cooperation Intrusion detection Machine learning

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Single-Stage Grasping Algorithm for the Manipulator Based on Rotational Gaussian Encoding 13

Single-Stage Grasping Algorithm for the Manipulator Based on...

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13th IEEE international conference on CYBER technology in automation, Control, and Intelligent systems, CYBER 2023

作者： Liu, Zhenghao Liu, Yizhe Yang, Guowei Chen, Dongyue Jia, Tong College of Information Science and Engineering Northeastern University Shenyang China Foshan Graduate School of Innovation Northeastern University China Northeastern University Key Laboratory of Data Analytics and Optimization for Smart Industry Ministry of Education China

ISBN: (纸本)9798350315196

As we all know, there is an unsolved problem for robots to accurately and quickly grasp unknown objects in an unstructured environment. In order to describe the pose information of objects more accurately, a rotational Gaussian encoding method is proposed in this paper. Different from the traditional 2-D Gaussian encoding to represent ground-truth, this method introduces rotation information based on 2-D Gaussian. Grasping is made more accurate and robust by treating the grasp pose as a rotating bounding box in the image plane. In addition, a balanced loss function is introduced in this paper. this loss function not only solves the problem of positive and negative sample imbalance in the traditional cross-entropy loss but also reduces the penalty of points around the Gaussian center location. In this paper, a pixel-level single-stage grasping algorithm is designed in an end-to-end manner without the intermediate process of using anchor points, which saves time and improves the accuracy of grasping simultaneously. then, the proposed model in this paper is evaluated on two standard datasets, Cornell Dataset and Jacquard Dataset, achieving 96.8% and 94.7% accuracy, respectively. Finally, we use a 6 DoF UR5e robotic arm for real-world grasping experiments. the success rate of single-object grasping is 94.7% and the time to generate the grasp frame is 8 ms. Experiments demonstrat that the algorithm is equally effective in real-world environments and has a faster detection time. © 2023 IEEE.

关键词： Signal encoding

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DESIGN OF PRODUCTS AND SERVICES FOR thE automation OF CELL CULTURE IN thE PRODUCTION OF ADVANCED thERAPY MEDICINE 16

DESIGN OF PRODUCTS AND SERVICES FOR THE AUTOMATION OF CELL C...

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16th international conference on Computer Graphics, Visualization, Computer Vision and Image Processing, CGVCVIP 2022, 8th international conference on Connected Smart Cities, CSC 2022, 7th international conference on Big Data Analytics, Data Mining and Computational Intelligence, BigDaCI 2022, and 11th international conference on theory and Practice in Modern Computing, TPMC 2022 - Held at the 16th Multi conference on Computer Science and information systems, MCCSIS 2022

作者： Gallico, Dalia Fissore, Pietro Università San Raffaele Roma Italy

ISBN: (纸本)9789898704429

A cure for what until now was incurable. Tumors, arthrosis, regeneration of diseased tissues or those that have suffered a trauma. It sounds like science fiction but medicine is advancing and, thanks to the intertwining with biotechnologies, it is starting to propose innovative therapies that are proving to be effective. But. Half a million people are queuing (unfortunately constantly expanding) and even less than 1% are able to access these therapies every year. Production capacity is in fact held back by exorbitant costs, complex processes and organizational difficulties. this analysis aims to investigate the different and intertwined causes of the problem and is followed by the presentation of a project and development of a possible solution. the project involved an entire company and a balanced Scorecard system made it possible to set up and maintain a balance in the internal dynamics between the many and various departments involved. For constant and clear internal communication, graphic and summary artifacts of Service Design such as Customer Journey Maps and Service Blueprints were used. the skills involved ranged from Business Development to regulatory different areas, from biotechnology to mechatronics and software, from communication to sales and post-market. the "Genesis" model was therefore chosen to structure and manage an Innovation Team in order to collect and filter an exhaustive map of ideas and to translate it into a Minimum Viable Product over a short period of time. the use of Design thinking proved to be crucial and made it possible to immediately involve potential customers (consum-actors) and to empathize with their problems, deepening the search for hidden needs and allowing the formulation of solutions focused on creating real value and real benefit. the attention paid to correctly targeting business objectives has accompanied - and in some way even helped to amplify - the attention to satisfy not only the "company" customer but also the "pe

关键词： Quality of service

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