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RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions [article]

Karthik Valmeekam, Sarath Sreedharan, Sailik Sengupta, Subbarao Kambhampati
2020 arXiv   pre-print
Empowering decision support systems with automated planning has received significant recognition in the planning community.  ...  The central idea for such systems is to augment the capabilities of the human-in-the-loop with automated planning techniques and provide timely support to enhance the decision-making experience.  ...  Acknowledgements The research is supported in part by ONR grants N00014-16-1-2892, N00014-18-1-2442, N00014-18-1-2840, N00014-19-1-2119, AFOSR grant FA9550-18-1-0067, DARPA SAIL-ON grant W911NF-19-2-0006  ... 
arXiv:2011.09644v1 fatcat:yr6woyzs3zdkpnot22btxrwsfq

Proactive Decision Support using Automated Planning [article]

Satya Gautam Vadlamudi, Tathagata Chakraborti, Yu Zhang, Subbarao Kambhampati
2016 arXiv   pre-print
Proactive decision support (PDS) helps in improving the decision making experience of human decision makers in human-in-the-loop planning environments.  ...  In this regard, we propose a PDS framework, named RADAR, based on the research in Automated Planning in AI, that aids the human decision maker with her plan to achieve her goals by providing alerts on:  ...  ACKNOWLEDGMENTS This research is supported in part by the ONR grant N00014-15-1-2027. We thank Vivek Dondeti for his help with the implementation of parts of the RADAR system.  ... 
arXiv:1606.07841v1 fatcat:mus7uvcgybegfattbtpvrkmsfi

Regulatory Analytics and Data Architecture (RADAR)

Kingsley Jones
2015 Social Science Research Network  
This proposal is to facilitate public-private experimentation for the development of new Regulatory Analytics to create greater system-wide visibility for enhanced financial stability.  ...  In the development of this conception, it is natural to adopt the emerging idea of a Social Machine, as a metaphor for the large-scale interaction of humans and machines via web connections.  ...  This research was supported by the Centre for International Finance and Regulation Project Number T-019: Regulatory Data Architecture and Analytics, which is a Centre of Excellence for research and education  ... 
doi:10.2139/ssrn.2628939 fatcat:picudx6dnnd2niaamjqmftgwaq

Recommendations and Alerting for Delirium Alleviation in Real-Time (RADAR): Protocol for a pilot randomized controlled trial

Phillip E. Vlisides, Jacqueline W. Ragheb, Aleda Leis, Amanda Schoettinger, Kim Hickey, Amy McKinney, Joseph Brooks, Mackenzie Zierau, Alexandra Norcott, Shirley Yang, Michael S. Avidan, Lillian Min
2019 F1000Research  
This pilot trial tests the hypothesis that a multicomponent decision support system, which sends automated alerts and recommendations to patient-care programs and family members for high-risk patients,  ...  Postoperative social and behavioral support (e.g., early mobilization, mealtime assistance) may reduce the incidence and impact of delirium, and these efforts are possible with proactive patient-care programs  ...  Clinical decision support systems can serve as a candidate strategy for mitigating delirium risk.  ... 
doi:10.12688/f1000research.20597.1 pmid:32934794 pmcid:PMC7471625 fatcat:lfv7wijjbfdankhtegfur3taqy

Recommendations and Alerting for Delirium Alleviation in Real-Time (RADAR): Protocol for a pilot randomized controlled trial

Phillip E. Vlisides, Jacqueline W. Ragheb, Aleda Leis, Amanda Schoettinger, Kim Hickey, Amy McKinney, Joseph Brooks, Mackenzie Zierau, Alexandra Norcott, Shirley Yang, Michael S. Avidan, Lillian Min
2020 F1000Research  
This pilot trial tests the hypothesis that a multicomponent decision support system, which sends automated alerts and recommendations to patient-care programs and family members for high-risk patients,  ...  Postoperative social and behavioral support (e.g., early mobilization, mealtime assistance) may reduce the incidence and impact of delirium, and these efforts are possible with proactive patient-care programs  ...  Data availability Vlisides and coworkers present the protocol for a pilot randomized controlled trial (RCT) investigating the effect of a multicomponent decision support system, which sends automated alerts  ... 
doi:10.12688/f1000research.20597.2 fatcat:a6xk2jr4xnbvlhvnzpgmfuey5e

FM-CW radar sensors for vital signs and motor activity monitoring

Octavian Adrian Postolache, Pedro Manuel Brito da Silva Girão, José Miguel Costa Dias Pereira, Gabriela Postolache
2011 EAI Endorsed Transactions on Ambient Systems  
The article summarizes on-going research on vital signs and motor activity monitoring based on radar sensors embedded in wheelchairs, walkers and crutches for in home rehabilitation.  ...  Also, it is very useful to automate particular tasks for the resident through context models, mixed reality systems, coordination models and proactive environments (see Figure 1) .  ...  well as to implement telecare around the recipient's care plan.  ... 
doi:10.4108/trans.amsys.2011.e5 fatcat:jd7vcxr3hnd3pbgx4vbq5stdey

RADAR: Data Protection in Cloud-Based Computer Systems at Run Time

Zoltan Adam Mann, Florian Kunz, Jan Laufer, Julian Bellendorf, Andreas Metzger, Klaus Pohl
2021 IEEE Access  
These IDs are unique for each object of a run-time model / target configuration. We are using the IDs, for example, to identify objects that should be updated due to monitoring events.  ...  We also use EMF to serialize the run-time model and the target configurations into files in XMI format 15 for test purposes.  ...  From this moment, however, the process is automated by RADAR. The deployment plan is imported by RADAR and turned into an initial run-time model.  ... 
doi:10.1109/access.2021.3078059 fatcat:cvzzttaarndbrgzwxk67d7ugqy

Extended Kalman Doppler tracking and model determination for multi-sensor short-range radar

Thomas J. Mittermaier, Uwe Siart, Thomas F. Eibert, Stefan Bonerz
2016 Advances in Radio Science  
</strong> A tracking solution for collision avoidance in industrial machine tools based on short-range millimeter-wave radar Doppler observations is presented.  ...  Models for both, measurement and process noise are developed.  ...  This work was supported by the German Research Foundation (DFG) and the Technische Universität München within the funding programme Open Access Publishing. Edited by: R.  ... 
doi:10.5194/ars-14-39-2016 fatcat:mkqetjzd5rfu7l6kallhypnwri

THE DESIGN OF A PROACTIVE PERSONAL AGENT FOR TASK MANAGEMENT

NEIL YORKE-SMITH, SHAHIN SAADATI, KAREN L. MYERS, DAVID N. MORLEY
2012 International journal on artificial intelligence tools  
The resulting generic framework for proactive goal generation and deliberation has been implemented as part of a personal assistant agent in the computer desktop domain.  ...  Personal assistant agents capable of proactively offering assistance can be more helpful to their users through their ability to perform tasks that otherwise would require user involvement.  ...  Acknowledgments The authors thank the anonymous reviewers for their constructive suggestions, and the reviewers of an earlier version of this article that was presented at AAMAS'09. We ex-  ... 
doi:10.1142/s0218213012500042 fatcat:lkjhgbghrffapls5siozjatc4i

What about the Next Generation? Assessing Experts' Judgments of Human Abilities Required for Working in a Future ATC Environment [chapter]

2016 Human Factors in Transportation  
With the implementation of the European ATM Master Plan (SESAR, 2012) job requirements for air-traffic controllers (ATCOs) will alter significantly.  ...  Especially the introduction of time-based operations is considered to impose large changes in task operations.  ...  To keep the human within the decision loop in such a system-support setting it has to be guaranteed that automation supports the ATCOs in developing a mental picture of the traffic situation (Mogford,  ... 
doi:10.1201/9781315370460-25 fatcat:657frp4b4nenvcakzqqzwt7eb4

Improving the Applicability of Environmental Scanning Systems: State of the Art and Future Research [chapter]

Jörg H. Mayer, Neon Steinecke, Reiner Quick
2011 IFIP Advances in Information and Communication Technology  
Addressing the lack of a sound requirements analysis, our first finding proposes 360-degree ESS for executives' "managing a company" task and presents how to select just the most important scanning areas  ...  Three other findings cover the IS model perspective focusing on a better "grasp" of weak signals: define concrete indicators and use IT to identify relevant cause-effective-chains, leverage IT to automate  ...  IS support for this first activity of setting up a Corporate Radar is not mandatory.  ... 
doi:10.1007/978-3-642-24148-2_13 fatcat:lswaou4psjeyjlkutopdwamaqi

History of Operational Use of Weather Radar by U.S. Weather Services. Part I: The Pre-NEXRAD Era

Roger C. Whiton, Paul L. Smith, Stuart G. Bigler, Kenneth E. Wilk, Albert C. Harbuck
1998 Weather and forecasting  
This part deals with the pre-Next-Generation Weather Radar era.  ...  Hence, this paper and its companion focus on the history of operational radar meteorology from its birth in World War II through the introduction of the first two operational Doppler weather radars.  ...  Saffle for providing valuable information. The contribution of one of the authors (PLS) was supported in part by National Science Foundation Grant ATM-9221528.  ... 
doi:10.1175/1520-0434(1998)013<0219:hoouow>2.0.co;2 fatcat:thay5cd66rbqbd3cp7pf7m4qey

PRINCIPLES OF IMPROVEMENT OF AIR TRAFFIC FLOW AND CAPACITY MANAGEMENT IN TERMINAL CONTROL AREAS UNDER UNCERTAINTY CONDITIONS

Volodymyr Kharchenko, Yuriy Chynchenko
2013 Vìsnik Nacìonalʹnogo Avìacìjnogo Unìversitetu  
at European level), reduction in controller workload (implement arrival management tools, implement automated support for departure management and implement automated support for conflict resolution)  ...  Radar Tasks (records tactical conflict resolution by the controller -radar supervision and intervention tasks belong in this group).  ...  Research area: management of complex socio-technical systems, air navigation systems and automatic decision-making systems aimed at avoidance conflict situations, space information technology design, air  ... 
doi:10.18372/2306-1472.57.5511 fatcat:tpqi4izilrbqjao4rtkqmempta

Learning to predict information needs

Bradley C. Love, Matt Jones, Marc T. Tomlinson, Michael Howe
2009 Proceedings of the 27th international conference on Human factors in computing systems - CHI 09  
We discuss the problem of assessing and aiding user performance in dynamic tasks that require rapid selection among multiple information sources.  ...  We discuss the relative benefits of adopting a learning approach to predicting information preferences and possible avenues to reduce the negative consequences of automation.  ...  ACKNOWLEDGMENTS This work was supported by AFOSR grant FA9550-07-1-0178 and NSF CAREER grant #0349101 to B.C.L. Special thanks to Kelvin Oie and Jeff Zacks for helpful comments.  ... 
doi:10.1145/1518701.1518905 dblp:conf/chi/LoveJTH09 fatcat:64qodmuh3zgmjifgnbgcx4zdn4

Tactical vs. Strategic Behavior: General Aviation Piloting in Convective Weather Scenarios

Kara A. Latorella, James P. Chamberlain
2002 Proceedings of the Human Factors and Ergonomics Society Annual Meeting  
The paper also presents subjects' comments regarding use of Graphical Weather Information Systems (GWISs) to support tactical and strategic weather flying decisions and concludes with implications for  ...  Perceived risk was significantly associated with ratings for all experimental conditions.  ...  Subjects again generally characterized strategic use of the GWIS as for flight planning, identifying a safe route, being proactive, planning to avoid encountering hazards and the need to respond tactically  ... 
doi:10.1177/154193120204600121 fatcat:ilo5mugoxngknnvqqjwlafni54
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