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ACE: Adapting to Changing Environments for Semantic Segmentation [article]

Zuxuan Wu, Xin Wang, Joseph E. Gonzalez, Tom Goldstein, Larry S. Davis
2019 arXiv   pre-print
We present ACE, a framework for semantic segmentation that dynamically adapts to changing environments over the time.  ...  This stylized data is then used to update a segmentation model so that it performs well in new environments.  ...  We evalu- Table 1 : Results of different backbone networks used for adapting to changing environments.  ... 
arXiv:1904.06268v1 fatcat:or4ha7zi4zgdto3fin4orapzla

A Hybrid Intrusion Detection System in Industry 4.0 Based on ISA95 Standard

Salwa Alem, David Espes, Eric Martin, Laurent Nana, Florent De Lamotte
2019 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)  
We propose to deepen this approach by developing an adapted IDS to monitor industrial systems against illegitimate access and detect abnormal activities.  ...  Therefore, cybersecurity in industrial systems adopts known IT security solutions, such as Intrusion Detection System (IDS) which has to be modified, completed and adapted to work in industrial field.  ...  Their HC-NIDS approach generates intrusion detection rules for environments that use microprocessor-based controllers and packet communications.  ... 
doi:10.1109/aiccsa47632.2019.9035260 dblp:conf/aiccsa/AlemEMNL19 fatcat:yebhysn43fdcxiy3ymwb4g7ylu

Clustering Arabic Tweets for Sentiment Analysis

Diab Abuaiadah, Dileep Rajendran, Mustafa Jarrar
2017 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA)  
Adaptive region based active contour model for image segmentation.  Oussama Zayene, Soumaya Essefi Amamou and Najoua Essoukri Ben Amara.  ...  Energy consumption adaptation approach for Smart Buildings.  Oluwasegun Adedugbe, Elhadj Benkhelifa and Russell Campion. Towards Cloud Driven Semantic Annotation. Chair: Prof.  ... 
doi:10.1109/aiccsa.2017.162 dblp:conf/aiccsa/AbuaiadahRJ17 fatcat:t63au2drvrbo3fulnxkunb7kvy

Detailed Program

2019 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)  
to discuss their research and get valuable feedback in an open and informal environment.  ...  Fuzzy Logic based security trust evaluation for IoT environments • Mona Alghamdi, Asma Cherif and Abdessamad Imine.  ...  For more information about Yas Island, please refer to https://www.yasisland.ae PROGRAM AT A GLANCE  ... 
doi:10.1109/aiccsa47632.2019.9035306 fatcat:iejcl2bj7jdfrgzgxkcckga22y

Dynamically Controlled Environment Agriculture: Integrating Machine Learning and Mechanistic and Physiological Models for Sustainable Food Cultivation

Abigail Rae Cohen, Gerry Chen, Eli Matthew Berger, Sushmita Warrier, Guanghui Lan, Emily Grubert, Frank Dellaert, Yongsheng Chen
2021 ACS Environmental Science & Technology Engineering  
Urban controlled environment agriculture (CEA) is a proposed approach to mitigate the impacts of cultivation, but precise control of inputs (i.e., nutrient, water, etc.) is limited by the ability to monitor  ...  This review highlights research about control and automation in CEA, synthesizing literature into a framework whereby ML, MPM, and biofeedback inform what we call dynamically controlled environment agriculture  ...  Region-based convolutional neural networks (CNNs) have been used to perform semantic segmentation of crops in realtime. 155 While the current approaches are currently designed to segment crops and weeds  ... 
doi:10.1021/acsestengg.1c00269 fatcat:3urzzccednbm3oxtadpfsng2cu

An Ontology-Based Approach Towards Coupling Task and Path Planning for the Simulation of Manipulation Tasks

Yingshen Zhao, Philippe Fillatreau, Mohamed Hedi Karray, Bernard Archimede
2018 2018 IEEE/ACS 15th International Conference on Computer Systems and Applications (AICCSA)  
In our case, the semantics of an environment must be adapted to the task processed by the application.  ...  The inference rules realizing the functions can be easily changed and adapted to the targeted applications.  ...  Such results are because the GTO strategy is able to find the key collision-free geometric configurations at the borders between P1 and P2 to P5.  ... 
doi:10.1109/aiccsa.2018.8612805 dblp:conf/aiccsa/ZhaoFKA18 fatcat:ph47fsvwgnb5nic3of27qf5zui

Review of ACS, of existing transport protocols, application protocols, railway applications

Giuliano Romeo, Mazzenga Franco, Vizzarri Alessandro
2022 Zenodo  
Review of ACS, of existing transport protocols, application protocols, railway applications The adaptable communication system has been designed to operate in accordance with the bearer independence principle  ...  In this deliverable we provide a review of the most important transport and application protocols on IP for ACS communications.  ...  to intelligent environments; • Enhanced self-organization, reconfiguration, resilience and adaptability; • Open solutions/standards for application interoperability.  ... 
doi:10.5281/zenodo.6299785 fatcat:62kqfwbvkfaidhxmpirynda67q

A study of mobility support in wearable health monitoring systems: Design framework

Amine Boulemtafes, Abderrezak Rachedi, Nadjib Badache
2015 2015 IEEE/ACS 12th International Conference of Computer Systems and Applications (AICCSA)  
adapted to the environment.  ...  Besides, because of surrounding environment changing of a mobile user such as in term of network coverage, context awareness should be considered [31, 41] .  ... 
doi:10.1109/aiccsa.2015.7507158 dblp:conf/aiccsa/BoulemtafesRB15 fatcat:hruoc7n42bgftigh7opak75oa4

Cultural Heritage 3D Modelling and visualisation within an Augmented Reality Environment, based on Geographic Information Technologies and mobile platforms

2017 ACE: Architecture, City and Environment  
En: ACE: Architecture, City and Environment = Arquitectura, Ciudad y Entorno, 11 (33): 117-136, 2017.  ...  (mobile platforms) applied to patrimonial systems and elements in urban areas.  ...  AC.  ... 
doi:10.5821/ace.11.33.4686 fatcat:gtww6qriknespoya7gywz2retq

Broadening the public sphere through creative shadow planning

2013 ACE: Architecture, City and Environment  
Acknowledgements I am sincerely grateful to the anonymous referees for their suggestions on the need of better stress the link between theory and practice and also on the way in which better communicate  ...  Only the Author can therefore be considered as responsible for the still remaining use (even if not in spatial but metaphorical terms) of the «dérive» (Debord, 1995), a practice which is, in a certain  ...  environments.  ... 
doi:10.5821/ace.v7i21.2584 fatcat:j5btqd3xmfgrhe7yq4vniwt22i

Massively multi-player games

Anne-Gwenn Bosser
2004 Proceedings of the 2004 ACM SIGCHI International Conference on Advances in computer entertainment technology - ACE '04  
A further benefit of this tool would be to assist the rest of the development process: for a spiral life-cycle style process, the tool could provide some interesting ways for analyzing the performance  ...  A major benefit of the development environment based on this framework would be to validate game-design interactions when confronted with technical feasibility.  ...  Dynamic bandwidth adaptation Our model can also be used to describe dynamic load balancing such as bandwidth adaptation.  ... 
doi:10.1145/1067343.1067378 dblp:conf/ACMace/Bosser04 fatcat:wvebdzecurhuvcpu474bavgb5a

Automatic Driver Identification from In-Vehicle Network Logs [article]

Mina Remeli, Szilvia Lestyan, Gergely Acs, Gergely Biczok
2019 arXiv   pre-print
This wealth of data is also expected to be exploitable by third parties for the purpose of profiling drivers in order to provide personalized, valueadded services.  ...  However, car manufacturers intentionally do not reveal exact signal location and semantics within CAN logs.  ...  Specifically, for input segment s i , h i = LSTM(CNN(s i ), h i−1 ).  ... 
arXiv:1911.09508v1 fatcat:kvkcuonvcjexnbs2hkdnzxzesy

Compelling experiences in mixed reality interactive storytelling

Fred Charles, Marc Cavazza, Steven J. Mead, Olivier Martin, Alok Nandi, Xavier Marichal
2004 Proceedings of the 2004 ACM SIGCHI International Conference on Advances in computer entertainment technology - ACE '04  
Entertainment systems promise to be a significant application for Mixed Reality.  ...  In this paper, we describe a fully-integrated first prototype based upon the adaptation of an Interactive Storytelling technique to a Mixed Reality system.  ...  The resulting video image from the segmentation remains to be composited with the virtual environment image.  ... 
doi:10.1145/1067343.1067347 dblp:conf/ACMace/CharlesCMMNM04 fatcat:ucurgcqkszd37bc6mpwqvciez4

Video Adaptation based on Affective Content with MPEG-21 DIA Framework

Min Xu, Suhuai Luo, Jesse Jin
2007 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing  
The system is implemented with MPEG-21 Digital Item Adaptation (DIA) framework which provides a generic video adaptation solution for all video formats and various usage environments by manipulating on  ...  According to user's preference, the proposed adaptation insures the video parcels with AC are allocated as much as possible network resource.  ...  environment constraints for adaptation decision.  ... 
doi:10.1109/ciisp.2007.369200 fatcat:ndeo5vn6nne5xfjjjntl66u7rm

ACE of Spades in the IoT Security Game: A Flexible IPsec Security Profile for Access Control

Santiago Aragon, Marco Tiloca, Max Maass, Matthias Hollick, Shahid Raza
2018 2018 IEEE Conference on Communications and Network Security (CNS)  
The Authentication and Authorization for Constrained Environments (ACE) framework provides fine-grained access control in the Internet of Things, where devices are resource-constrained and with limited  ...  The ACE framework defines separate profiles to specify how exactly entities interact and what security and communication protocols to use.  ...  ACTIVE; the EIT-Digital Master School; VINNOVA CEBOT; VINNOVA Eurostars SecureIoT; the DFG in the Collaborative Research Center CROSSING (project S1) and project C.1 within the RTG 2050 "Privacy and Trust for  ... 
doi:10.1109/cns.2018.8433209 dblp:conf/cns/AragonTMHR18 fatcat:pckthj3ol5ar3k3gd63ko6m72q
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