International Conference on Complex Information Systems最新文献_第10页

Forecasting of COVID-19 Pandemic Using ARIMA and Fb-Prophet Models: UK Case Study 使用ARIMA和Fb-Prophet模型预测COVID-19大流行:英国案例研究

International Conference on Complex Information Systems Pub Date : 1900-01-01 DOI: 10.5220/0011990300003485

Victor Chang, Oghara Akpomedaye, V. Jesus, Qi Xu, Karl Hall, Meghana Ganatra

引用次数: 0

Semantics and Algebra for Action Logic Monitoring State Transitions 动作逻辑监控状态转换的语义和代数

International Conference on Complex Information Systems Pub Date : 1900-01-01 DOI: 10.5220/0006345901100115

S. Yamasaki

引用次数: 1

Pro-Natalism Policy, Demography and Democracy - Nonlinear Dynamics Analysis 亲生育政策、人口统计学与民主——非线性动力学分析

International Conference on Complex Information Systems Pub Date : 1900-01-01 DOI: 10.5220/0006367301240129

T. Mor, Y. Rezek

引用次数: 1

Real World Examples of Agent based Decision Support Systems for Deep Learning based on Complex Feed Forward Neural Networks 基于复杂前馈神经网络的深度学习决策支持系统的真实世界示例

International Conference on Complex Information Systems Pub Date : 1900-01-01 DOI: 10.5220/0006307000940101

H. Kisch, C. Motta

{"title":"Real World Examples of Agent based Decision Support Systems for Deep Learning based on Complex Feed Forward Neural Networks","authors":"H. Kisch, C. Motta","doi":"10.5220/0006307000940101","DOIUrl":"https://doi.org/10.5220/0006307000940101","url":null,"abstract":"Nature frequently shows us phenomena that in many cases are not fully understood. To research these phenomena we use approaches in computer simulations. This article presents a model based approach for the simulation of human brain functions in order to create recurrent machine learning map fractals that enable the investigation of any problem trained beforehand. On top of a neural network for which each neuron is illustrated with biological capabilities like collection, association, operation, definition and transformation, a thinking model for imagination and reasoning is exemplified in this research. This research illustrates the technical complexity of our dual thinking process in a mathematical and computational way and describes two examples, where an adaptive and self-regulating learning process was applied to real world examples. In conclusion, this research exemplifies how a previously researched conceptual model (SLA process) can be used for making progress to simulate the complex systematics of human thinking processes and gives an overview of the next major steps for making progress on how artificial intelligence can be used to simulate","PeriodicalId":414016,"journal":{"name":"International Conference on Complex Information Systems","volume":"15 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":"121814063","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}

引用次数: 1

Structural Analysis of the Curriculum Through a Bipartite Network 基于二部网络的课程结构分析

International Conference on Complex Information Systems Pub Date : 1900-01-01 DOI: 10.5220/0011854700003485

D. Vukic, A. Jakupović, S. Čandrlić

引用次数: 0

Paramo and High-Andean Simulation using Reactive Agents - Hydrological Role of High Andean Ecosystems 使用反应剂的Paramo和高安第斯山脉模拟-高安第斯生态系统的水文作用

International Conference on Complex Information Systems Pub Date : 1900-01-01 DOI: 10.5220/0006379301390143

J. Morales, L. D. A. Nieto

引用次数: 0

Ad Hoc Communication Topology Switching during Disasters from Altruistic to Individualistic and Back 灾难中自组织通信拓扑从利他到个人再返回的切换

International Conference on Complex Information Systems Pub Date : 1900-01-01 DOI: 10.5220/0009434201030107

Indushree Banerjee, M. Warnier, F. Brazier

{"title":"Ad Hoc Communication Topology Switching during Disasters from Altruistic to Individualistic and Back","authors":"Indushree Banerjee, M. Warnier, F. Brazier","doi":"10.5220/0009434201030107","DOIUrl":"https://doi.org/10.5220/0009434201030107","url":null,"abstract":"Disaster communication has made immense progress in the last thirty years. At present, disaster research focuses on bottom-up approaches such as civilian inclusion in disaster response. With the advent of smartphones, citizen-based emergency communication has become possible. Present ad hoc communication technologies typically form a fully connected mesh network, which connects all phones that are within each other's transmission range. This facilitates low-latency direct communication between citizens, but it quickly drains the battery of phones. Alternative ad hoc communication networks form an adaptive energy-efficient network topology, that is most draining to batteries of phones that have a higher charge, while low-energy phones are spared from relaying messages, thereby preserving battery and thus maintaining their connection with the rescue communication network. Both of these approaches have their own advantages. Which one is best for communication needs depends on the context. This position paper discusses the possibility of a decision model as an approach to automatically switch between the two alternative ad hoc communication networks. This ensures that citizens in disasters can make use of the optimal communication system at all times.","PeriodicalId":414016,"journal":{"name":"International Conference on Complex Information Systems","volume":"38 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":"124499221","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}

引用次数: 0

Evolution of Physics Sub-fields 物理学子领域的演变

International Conference on Complex Information Systems Pub Date : 1900-01-01 DOI: 10.5220/0009424900880095

M. Enduri, I. Reddy, Shivakumar Jolad

引用次数: 1

A Data-aware MultiWorkflow Scheduler for Clusters on WorkflowSim WorkflowSim上集群的数据感知多工作流调度程序

International Conference on Complex Information Systems Pub Date : 1900-01-01 DOI: 10.5220/0006303500790086

César Acevedo, P. Hernández, Antonio Espinosa, Víctor Méndez

{"title":"A Data-aware MultiWorkflow Scheduler for Clusters on WorkflowSim","authors":"César Acevedo, P. Hernández, Antonio Espinosa, Víctor Méndez","doi":"10.5220/0006303500790086","DOIUrl":"https://doi.org/10.5220/0006303500790086","url":null,"abstract":"Most scientific workflows are defined as Direct Acyclic Graphs. Despite DAGs are very expressive to reflect dependencies relationships, current approaches are not aware of the storage physiognomy in terms of performance and capacity. Provide information about temporal storage allocation on data intensive applications helps to avoid performance issues. Nevertheless, we need to evaluate several combinations of data file locations and application scheduling. Simulation is one of the most popular evaluation methods in scientific workflow execution to develop new storage-aware scheduling techniques or improve existing ones, to test scalability and repetitiveness. This paper presents a multiworkflow store-aware scheduler policy as an extension of WorkflowSim, enabling its combination with other WorkflowSim scheduling policies and the possibility of evaluating a wide range of storage and file allocation possibilities. This paper also presents a proof of concept of a real world implementation of a storage-aware scheduler to validate the accuracy of the WorkflowSim extension and the scalability of our scheduler technique. The evaluation on several environments shows promising results up to 69% of makespan improvement on simulated large scale clusters with an error of the WorflowSim extension between 0,9% and 3% comparing with the real infrastructure implementation.","PeriodicalId":414016,"journal":{"name":"International Conference on Complex Information Systems","volume":"124 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":"132947314","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}

引用次数: 1

Postural Sway Dynamics and Complexity Matching during the Disclosure of a Concealable Stigmatized Identity 隐藏性污名化身份揭露过程中的姿势摇摆动力学与复杂性匹配

International Conference on Complex Information Systems Pub Date : 1900-01-01 DOI: 10.5220/0005931900890094

Rachel W. Kallen, Hannah M. Douglas, Stephanie R. Chaudoir, Michael J. Richardson

{"title":"Postural Sway Dynamics and Complexity Matching during the Disclosure of a Concealable Stigmatized Identity","authors":"Rachel W. Kallen, Hannah M. Douglas, Stephanie R. Chaudoir, Michael J. Richardson","doi":"10.5220/0005931900890094","DOIUrl":"https://doi.org/10.5220/0005931900890094","url":null,"abstract":"This positional paper is the first of its kind to provide a framework to bridge the gap between disclosure research and embodied cognition via postural sway behavior. Despite the potential for experiencing discrimination or stigmatization, research suggests that revealing a concealable stigmatized identity (CSI), or any identity that can be hidden but when revealed has the potential for social devaluation, often leads to positive psychological and interpersonal outcomes. However, this typically only happens when a disclosure confidant provides support in response to disclosure. Therefore, this work aims to uncover how someone’s antecedent goals (either approach or avoidance oriented) can impact the disclosure event using an embodied perspective whereby goal orientation has the propensity to affect unconscious behaviors such as postural sway. Healthy adults typically exhibit complex, fractal sway behaviors; therefore, any loss of complexity could be associated with maladaptive disclosure motivations. Finally, we suggest a future plan of research aimed at capturing the disclosure confidant’s perception of the disclosure event and if they are more likely to exhibit complexity matching in their postural sway behaviors as a function of disclosure motivation.","PeriodicalId":414016,"journal":{"name":"International Conference on Complex Information Systems","volume":"26 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":"133157700","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}

引用次数: 0