2019 IEEE International Conference on Smart Computing (SMARTCOMP)最新文献_第3页

On the Impact of Generative Policies on Security Metrics 论生成策略对安全度量的影响

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-12 DOI: 10.1109/SMARTCOMP.2019.00037

D. Verma, E. Bertino, Geeth de Mel, John Melrose

引用次数: 1

A Survey of Taxi Ride Sharing System Architectures 出租车拼车系统架构综述

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-12 DOI: 10.1109/SMARTCOMP.2019.00044

Shrawani Silwal, Md. Osman Gani, V. Raychoudhury

引用次数: 9

Analyzing Rhabdomyosarcoma using the Multimodal Clustering Approach (DReiM) 多模态聚类法分析横纹肌肉瘤

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-12 DOI: 10.1109/SMARTCOMP.2019.00074

I. Odebode, A. Gangopadhyay

{"title":"Analyzing Rhabdomyosarcoma using the Multimodal Clustering Approach (DReiM)","authors":"I. Odebode, A. Gangopadhyay","doi":"10.1109/SMARTCOMP.2019.00074","DOIUrl":"https://doi.org/10.1109/SMARTCOMP.2019.00074","url":null,"abstract":"Rhabdomyosarcoma is a type of cancer that is connected to soft tissue, connective tissue, or bone. Every year 350 children are diagnosed with Rhabdomyosarcoma. Majority of the kids diagnosed with this disease are under ten years of age. Though the intensive conventional approach to treatment exists, patients are still at high risks to this aggressive disease. The need to gain understanding and insight into this disease can help the design of therapeutic agents. We utilized a multimodal network approach to gain an understanding of this mechanism. Protein phosphorylation has been mostly studied as a post-translational modification in eukaryotes. They play a significant role in various cellular processes. The mechanism of its oncogenes is not well known with various levels of signaling protein dysregulation. In the Phosphosite database, some proteins phosphorylate to cause Rhabdomyosarcoma. Our method utilizes a co-clustering approach using multimodal networks to analyze the rhabdomyosarcoma network. Rhabdomyosarcoma network in general consists of several heterogeneous networks that include gene-pathway, pathway-drug, and gene-drug. We reconstruct the phosphorylation network for Rhabdomyosarcoma, by creating a network that consists of different types of nodes. The goal is to implement this clustering approach to identify a potential candidate for Rhabdomyosarcoma. We applied network centrality measures to find the most influential nodes first and foremost and then used the clustering approach stated above towards drug repositioning.","PeriodicalId":253364,"journal":{"name":"2019 IEEE International Conference on Smart Computing (SMARTCOMP)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127717393","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

Socio-Physical Human Orchestration in Smart Cities 智慧城市中的社会-物理人类协调

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00039

Nathan Patrizi, P. Apostolopoulos, Kelly Rael, Eirini-Eleni Tsiropoulou

{"title":"Socio-Physical Human Orchestration in Smart Cities","authors":"Nathan Patrizi, P. Apostolopoulos, Kelly Rael, Eirini-Eleni Tsiropoulou","doi":"10.1109/SMARTCOMP.2019.00039","DOIUrl":"https://doi.org/10.1109/SMARTCOMP.2019.00039","url":null,"abstract":"The efficient management of a smart city and the improvement of the quality of humans' every-day life are becoming challenging problems due to smart cities' increased heterogeneity and complexity. In this paper, we present a novel socio-physical human orchestration framework to deal with the aforementioned issues, by capitalizing on recent advances in game theory and reinforcement learning. Initially, each human selects, in a distributed manner, a Point of Interest (PoI) that it wants to visit, by acting as stochastic learning automaton, exploiting the socio-physical conditions of the environment while learning from its previous experiences. As a result, those humans that have selected a specific PoI to visit, \"compete\" with each other in order to finally perform their visit. The humans' behavior is studied as a non-cooperative game among them, via adopting the theory of minority games, while the concluding Nash equilibrium point identifies the humans that will finally visit each PoI. A low complexity algorithm is introduced to realize the overall framework, while the performance of the proposed approach is evaluated through modeling and simulation under several scenarios, and its superiority is demonstrated.","PeriodicalId":253364,"journal":{"name":"2019 IEEE International Conference on Smart Computing (SMARTCOMP)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115359892","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

Software-Defined City Infrastructure: A Control Plane for Rewireable Smart Cities 软件定义的城市基础设施:可再生智慧城市的控制平面

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00050

Giuseppe Tricomi, Giovanni Merlino, F. Longo, S. Distefano, A. Puliafito

引用次数: 6

Large-Scale Hybrid ad hoc Network for Mobile Platforms: Challenges and Experiences 面向移动平台的大规模混合自组织网络:挑战与经验

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00070

N. Desai, Wendy Chong, Heather D. Achilles, S. Daijavad, T. L. Porta

引用次数: 1

Message from the SmartSys 2019 Workshop and Program Co-Chairs SmartSys 2019研讨会及项目联合主席致辞

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/smartcomp.2019.00013

Nirmalya Roy, Gurdip Singh, Sajal K. Das, K. Mankodiya, C. Vallati

引用次数: 0

Message from the SSC 2019 Workshop Co-Chairs 2019年南南合作研讨会共同主席致辞

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/smartcomp.2019.00016

Dario Bruneo, A. Puliafito

引用次数: 0

NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning NeuroMask:通过掩模学习解释深度神经网络的预测

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00033

M. Alzantot, Amy Widdicombe, S. Julier, M. Srivastava

{"title":"NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning","authors":"M. Alzantot, Amy Widdicombe, S. Julier, M. Srivastava","doi":"10.1109/SMARTCOMP.2019.00033","DOIUrl":"https://doi.org/10.1109/SMARTCOMP.2019.00033","url":null,"abstract":"Deep Neural Networks (DNNs) deliver state-of-the-art performance in many image recognition and understanding applications. However, despite their outstanding performance, these models are black-boxes and it is hard to understand how they make their decisions. Over the past few years, researchers have studied the problem of providing explanations of why DNNs predicted their results. However, existing techniques are either obtrusive, requiring changes in model training, or suffer from low output quality. In this paper, we present a novel method, NeuroMask, for generating an interpretable explanation of classification model results. When applied to image classification models, NeuroMask identifies the image parts that are most important to classifier results by applying a mask that hides/reveals different parts of the image, before feeding it back into the model. The mask values are tuned by minimizing a properly designed cost function that preserves the classification result and encourages producing an interpretable mask. Experiments using state-of-art Convolutional Neural Networks for image recognition on different datasets (CIFAR-10 and ImageNet) show that NeuroMask successfully localizes the parts of the input image which are most relevant to the DNN decision. By showing a visual quality comparison between NeuroMask explanations and those of other methods, we find NeuroMask to be both accurate and interpretable.","PeriodicalId":253364,"journal":{"name":"2019 IEEE International Conference on Smart Computing (SMARTCOMP)","volume":"461 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124353785","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: 3

Demo: Contactless Device for Monitoring On-Bed Activities and Vital Signs 演示:用于监测床上活动和生命体征的非接触式设备

2019 IEEE International Conference on Smart Computing (SMARTCOMP) Pub Date : 2019-06-01 DOI: 10.1109/SMARTCOMP.2019.00091

José Clemente, Fangyu Li, Maria Valero, Wenzhan Song

{"title":"Demo: Contactless Device for Monitoring On-Bed Activities and Vital Signs","authors":"José Clemente, Fangyu Li, Maria Valero, Wenzhan Song","doi":"10.1109/SMARTCOMP.2019.00091","DOIUrl":"https://doi.org/10.1109/SMARTCOMP.2019.00091","url":null,"abstract":"Monitoring sleep quality and status is important to learn health condition for improvement and prevent sleep apnea. A bed-mounted seismometer system is proposed to monitor the heart and respiratory rates, and body movement and posture, during the sleep. To effectively monitor sleep status, an innovative local maxima statistics based approach and an instantaneous property based method are developed to estimate heart and respiratory rates, respectively. These methods are more robust and stable compared to previous works. Besides, algorithms for body movement and posture identification are also investigated based on instantaneous properties. We incorporated these algorithms to create a novel contactless sleep monitoring system that can keep track of heart rate, respiration rate, movement patterns and posture changes on events near to the bed. Our technology includes a small, powerful and low-cost smart seismometer, that can be easily installed to a bed frame under the mattress or boxes, and a user-friendly graphic interface, that can be paired with smartphone devices and display results through the APPs notifications. A prototype system is demonstrated, showing great potentials in monitoring a person’s sleep status under different conditions.","PeriodicalId":253364,"journal":{"name":"2019 IEEE International Conference on Smart Computing (SMARTCOMP)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126353249","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