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Changing computational research. The challenges ahead

Cameron Neylon, Jan Aerts, C Brown, Simon J Coles, Les Hatton, Daniel Lemire, K Millman, Peter Murray-Rust, Fernando Perez, Neil Saunders, Nigam Shah, Arfon Smith (+2 others)
2012 Source Code for Biology and Medicine  
When we launched the call for papers for Open Research Computation in late 2010 we saw a clear need for higher standards.  ...  Computational research should stand out as an exemplar of just how reproducible research can be, yet it falls short more often than not.  ...  We need more than just reproducible computational research, we desperately need a step change in our expectations and in the incentives for communicating research in a reproducible form more generally.  ... 
doi:10.1186/1751-0473-7-2 pmid:22640749 pmcid:PMC3441321 fatcat:aucl5p7nt5cgrahytemjoohd4m

Grand challenges in theoretical and philosophical psychology: after psychology?

Dan Lloyd
2010 Frontiers in Psychology  
This changing landscape is of profound signifi cance for psychology, transforming the very idea of the discipline as well as providing new opportunities and challenges for many of its historical and contemporary  ...  Computation served as model and metaphor for half a century. Will computation comfortably settle into the mold of neural networks?  ... 
doi:10.3389/fpsyg.2010.00009 pmid:21833192 pmcid:PMC3153741 fatcat:fpegkmmebzhobffeahhfdlizwa


2020 Computer  
Highlights of the conference will include plenary and specialized panels that will address the technical challenges facing researchers and practitioners who are driving fundamental changes in intelligent  ...  It is a major international forum for academia, industry, and government to discuss research results and advancements, emerging challenges, and future trends in computer and software technologies and applications  ... 
doi:10.1109/mc.2020.2974644 fatcat:h5g5qtd44bfjxavmc5msl5n7em

2020COMP filler

2020 IEEE Security and Privacy  
Highlights of the conference will include plenary and specialized panels that will address the technical challenges facing researchers and practitioners who are driving fundamental changes in intelligent  ...  It is a major international forum for academia, industry, and government to discuss research results and advancements, emerging challenges, and future trends in computer and software technologies and applications  ... 
doi:10.1109/msec.2020.2975915 fatcat:r7ivenzybja6dodiobjnb7a5ku

Message from the Program Chairs

2020 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)  
in transforming the digital world, and their results will help define the path ahead.  ...  Given the circumstances of the global COVID-19 pandemic, it is clear that staying relevant in a constantly evolving digital landscape is a challenge faced by researchers, developers, and producers in virtually  ...  as "Best Papers" for the 2020 conference.  ... 
doi:10.1109/compsac48688.2020.00007 fatcat:hcc7xue7o5fgzc4tqamsjgruju

Editorial: At the Crossroads: Lessons and Challenges in Computational Social Science

Javier Borge-Holthoefer, Yamir Moreno, Taha Yasseri
2016 Frontiers in Physics  
At the turn of the century, however, it was clear that huge challenges-and new opportunitieslied ahead: the digital communication technologies, and their associated data deluge, began to nurture those  ...  paper, and six original contributions-a look ahead-introducing a broad range of research, from models with a strong analytical flavor to data-driven problems.  ...  ACKNOWLEDGMENTS We thank Matjaž Perc for the great editorial help and all the reviewers who assisted us in preparing the manuscripts of this Research Topic.  ... 
doi:10.3389/fphy.2016.00037 fatcat:img77lrmr5et5filffnua3pg2i

How To Accelerate Your Career During Uncertain Times [article]

Aniebiet Inyang Ntui
2021 Zenodo  
Does the current situation have you wondering whether your career has come grinding to a halt? According to experts, growing professionally during a pandemic can be challenging but not impossible.  ...  Keep pushing forward Continuous change is the new norm. To thrive in these fast-changing times, change with them. To future-proof yourself, become more flexible.  ...  Focus on these strategies now, and you'll be ahead of the curve when things inevitably take a turn for the better.  ... 
doi:10.5281/zenodo.5379776 fatcat:xezmk3gponhpbatmminnswpxs4

Open scientist in the wonderland: advocating for blockchain-based decentralized applications for science

Alcemir Rodrigues Santos
2021 Zenodo  
Such change have the power to fulfill several requirements for open science from the starting point.  ...  In this vision paper, We promote the idea of shifting the research communities collaboration and knowledge sharing towards blockchain-based decentralized platforms.  ...  Road to the wonderland I believe the computer science and software engineering communities have opportunity to lead the change.  ... 
doi:10.5281/zenodo.5305830 fatcat:dbzcinfi7nedvftmfs6u7tysme

Chapter 9: Spatio-temporal Databases in the Years Ahead [chapter]

Manolis Koubarakis, Yannis Theodoridis, Timos Sellis
2003 Lecture Notes in Computer Science  
CHOROCHRONOS has opened many avenues for research in spatio-temporal databases, but it also left us with lots of challenging research problems awaiting solution.  ...  Many of these problems have already been emphasized in the concluding sections of each chapter, and there is no reason to repeat them here. 1 As an epilogue to this book, we would like to challenge the  ...  Mobile and Wireless Computing The main concept of interest here is the concept of location (location of mobile clients, moving application objects and so on) and how it changes over time (a nice recent  ... 
doi:10.1007/978-3-540-45081-8_9 fatcat:7p2dc3fcbbdu3cnmn2j3wqfrje

IS Relevance: Myth or Reality

R. Ramesh
2001 Communications of the Association for Information Systems  
The question of relevance of the IS discipline is critically important. The issues at hand are: Has the IS discipline fundamentally changed the way we perceive the world?  ...  Have the contribution to scholarly research in IS in any way shaped the way we evolved and continue to evolve as individuals and organizations?  ...  ACKNOWLEDGEMENT The author is deeply indebted to Rajiv Kishore (SUNY at Buffalo) for several thought-provoking and illuminating discussions that significantly contributed to this paper.  ... 
doi:10.17705/1cais.00621 fatcat:uquiwnjexvhcfbeen6sokuschy

Efficient Autoscaling in the Cloud Using Predictive Models for Workload Forecasting

Nilabja Roy, Abhishek Dubey, Aniruddha Gokhale
2011 2011 IEEE 4th International Conference on Cloud Computing  
In the context of Cloud computing, autoscaling mechanisms hold the promise of assuring QoS properties to the applications while simultaneously making efficient use of resources and keeping operational  ...  Despite the perceived advantages of autoscaling, realizing the full potential of autoscaling is hard due to multiple challenges stemming from the need to precisely estimate resource usage in the face of  ...  Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation or AFRL.  ... 
doi:10.1109/cloud.2011.42 dblp:conf/IEEEcloud/RoyDG11 fatcat:6zt3wu4m7jd7fkgflknm2kyb2m

Predicting the future of information technology and society [The Road Ahead]

Andrew B. Kahng
2012 IEEE Design & Test of Computers  
Answering this question is a key challenge on the road ahead. As always, I welcome your feedback. h h Direct questions and comments about this article to Andrew B.  ...  Mark Weiser's 1991 article on the ''computer for the 21st century'' correctly predicted the emergence of ubiquitous computing over a 20-year span, with ''TAB'' (pocketsize) and ''PAD'' (page-size, with  ... 
doi:10.1109/mdt.2012.2228599 fatcat:ew5mitcynzdgxk6qkxtttitxky

Computers and Creativity: The Road Ahead [chapter]

Jon McCormack, Mark d'Inverno
2012 Computers and Creativity  
This final chapter proposes a number of questions that we think are important for future research in relation to computers and creativity.  ...  Many of these questions have emerged in one form of another in the preceding chapters and are divided into four categories as follows: how computers can enhance human creativity; whether computer art can  ...  and Creativity: The Road Ahead Computers and Creativity: The Road Ahead  ... 
doi:10.1007/978-3-642-31727-9_16 fatcat:cuagx7i5wrbojgqsreeb2cy7ly

Paths Ahead in the Science of Information and Decision Systems [In the Spotlight

Alan Willsky
2010 IEEE Signal Processing Magazine  
Consistent with that history and mission, LIDS organized the Paths Ahead Symposium, bringing together leading researchers from all around the world who have been influential in shaping the vision of and  ...  , and slow control system that allows a fly to maintain stable flight in the presence of sudden changes such as wind gusts; and a presentation on the challenges of "componentizing" control systems as is  ...  [ in the SPOTLIGHT ] continued the posing of a question seen in other sessions as well, namely the tradeoff between computational effort and performance; the challenges in distributed or networked learning  ... 
doi:10.1109/msp.2009.935454 fatcat:kue25o6eufee3o44rmgxfsq4fq

Weak Links, Strong Ties

George Cybenko
2006 IEEE Security and Privacy  
science and electrical and computer engineering at Purdue University where she also serves as research director of the Center for Education and Research in Information Assurance and Security (CERIAS).  ...  S&P has assumed a key role in the computer security and privacy arena, filling the sizeable gap between non-peerreviewed trade publications and highly reviewed transaction-style research journals.  ... 
doi:10.1109/msp.2006.170 fatcat:tago7azymfhqvdqzcaexwf5o7e
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