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alternate case: robustness (computer science)

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the ICONIX process elaborated on top of ECB architecture pattern with robustness diagrams.       The ECB pattern organises the responsibilities of classes

(DNS) protocol design and procedure, mechanisms to achieve operational robustness of DNS implementations, and significant contributions to open source software

information. Modern cryptography intersects the disciplines of mathematics, computer science, and engineering. Applications of cryptography include ATM cards, computer

concepts of resiliency (i.e. the ability to recover from failure) and robustness (that is, the ability to resist failure). The concept has been applied

In computer science, program analysis is the process of automatically analyzing the behavior of computer programs regarding a property such as correctness

In computer science, B* (pronounced "B star") is a best-first graph search algorithm that finds the least-cost path from a given initial node to any goal

contribute to the reliability and robustness of a design. Formal methods employ a variety of theoretical computer science fundamentals, including logic calculi

of trust, robustness and safety into rigorous algorithmic procedures and computable metrics for improving AI systems. List of computer science awards IJCAI

imperceptibility to human senses, digital watermarking tries to control the robustness as top priority. Since a digital copy of data is the same as the original

CLEVER (Cross Lipschitz Extreme Value for nEtwork Robustness) score is a way of measuring the robustness of an artificial neural network towards adversarial

from the faculty of the MIT Department of Electrical Engineering and Computer Science during the 1999–2000 school year. He became emeritus in the department

software engineering, and also includes a combination of robotics, computer science, telecommunications, systems, control, and product engineering. As

In mathematics, computer science and network science, network theory is a part of graph theory. It defines networks as graphs where the nodes or edges

Dr. Charles A. Ofria is a Professor in the Department of Computer Science and Engineering at Michigan State University, the director of the Digital Evolution

intended to achieve the following: Ensure safety Ensure security Bring in robustness, reliability to the software Human safety must take precedence when in

Jonathan Richard Shewchuk is a Professor in Computer Science at the University of California, Berkeley. He obtained his B.S. in Physics and Computing Science

are invited to participate in the Heidelberg Laureate Forum. List of computer science awards "About the ACM Prize in Computing". ACM Awards. ACM. Retrieved

Stochastic semantic analysis is an approach used in computer science as a semantic component of natural language understanding. Stochastic models generally

Harvard Business School and is also affiliated with the Department of Computer Science at Harvard University. Lakkaraju is known for her work on explainable

In computer science, concurrency is the ability of different parts or units of a program, algorithm, or problem to be executed out-of-order or in partial

or machine intelligence or computational development, is an area of computer science and engineering concerned with computational models motivated by genotype–phenotype

Kwiatkowska is Professor of Computing Systems in the Department of Computer Science at the University of Oxford, England, and a Fellow of Trinity College

compute convex hulls of sorted sequences of points efficiently. Numerical robustness is an issue to deal with in algorithms that use finite-precision floating-point

theory that deals with optimization problems in which a certain measure of robustness is sought against uncertainty that can be represented as deterministic

Soldatova, Larisa; King, Ross D. (2022). "Testing the reproducibility and robustness of the cancer biology literature by robot". Journal of the Royal Society

In computer science, information hiding is the principle of segregation of the design decisions in a computer program that are most likely to change, thus

The Prize in Game Theory and Computer Science in Honour of Ehud Kalai is an award given by the Game Theory Society. The prize is awarded for outstanding

analysis of differentially private mechanisms due to its composability, robustness to post-processing, and graceful degradation in the presence of correlated

Hypercomputation. She earned an M.Sc. in Computer Science at Hebrew University (1992) and a B.A. in Computer Science at the Technion (1988). Siegelmann was

Fundamental areas of computer science Computer science is the study of computation, information, and automation. Computer science spans theoretical disciplines

Steganography tools aim to ensure robustness against modern forensic methods, such as statistical steganalysis. Such robustness may be achieved by a balanced

other biological contexts reviewed in. Degeneracy contributes to the robustness of biological traits through several mechanisms. Degenerate components

desirable computations, affects how information is represented, influences robustness to damage, incorporates learning and development, adapts to local change

low level of robustness. Thus, robustness reduces the amount of heritable genetic variation on which selection can act. However, robustness may allow exploration

graph with an odd number of vertices). Matching preclusion measures the robustness of a graph as a communications network topology for distributed algorithms

Theoretical computer science (TCS) is a subset of general computer science and mathematics that focuses on mathematical aspects of computer science such as

In computer science, high-throughput computing (HTC) is the use of many computing resources over long periods of time to accomplish a computational task

In computer science, soft state is state which is useful for efficiency, but not essential, as it can be regenerated or replaced if needed. The term is

used by International Business Machines (IBM) as a term to describe the robustness of their mainframe computers. Computers designed with higher levels of

In computer science and information theory, data differencing or differential compression is producing a technical description of the difference between

1016/S0262-8856(97)01144-X. T. Lindeberg (2008–2009). "Scale-space". Encyclopedia of Computer Science and Engineering (Benjamin Wah, ed), John Wiley and Sons. Vol. IV. pp

Publishing. ISBN 978-1-78728-661-0. Gallaba, Keheliya (2019). "Improving the Robustness and Efficiency of Continuous Integration and Deployment". 2019 IEEE International

Corporation, Chief Executive Officer of Sony Research Inc. and Sony Computer Science Laboratories, Inc.; a Group Director of the Laboratory for Disease

Proof theory is a major branch of mathematical logic and theoretical computer science within which proofs are treated as formal mathematical objects, facilitating

high scalability, the DCell architecture depicts very high structural robustness. However, cross section bandwidth and network latency is a major issue

done in 1978 in the context of the NASA-sponsored SIFT project in the Computer Science Lab at SRI International. SIFT (for Software Implemented Fault Tolerance)

Bernard D. (2004), "Network robustness and graph topology", Proceedings of the 27th Australasian conference on Computer science - Volume 26, ACSC '04, Darlinghurst

law Principle of least astonishment (POLA) Release early, release often Robustness principle, also known as Postel's law Rule of least power SEMAT Separation

special emphasis on addressing the software quality factors of correctness, robustness, extendibility and reusability. It starts with an examination of the issues

paper. A long sequence of works aim to prove unconditional security with robustness.[citation needed] Vazirani and Vidick were the first to reach this goal

ISBN 9781118050668. Singh, Karan (2013). Quality, Reliability, Security and Robustness in Heterogeneous Networks. Springer Berlin Heidelberg. p. 880. ISBN 9783642379499

Martin Vechev is a professor at the Department of Computer Science at ETH Zurich working in the fields of programming languages, machine learning, and

member of MIT's Department of Electrical Engineering and Computer Science and its Computer Science and Artificial Intelligence Laboratory. Along with Adi

in technical and scientific fields such as software development and computer science. One example of this usage is the term "big data". When used more specifically

since jobs are not necessarily constrained to a single machine. In computer science the problem of job shop scheduling is considered strongly NP-hard.

Technology Zurich) in Mathematics (and Computer Science), 1978. He has held the posts of professor in Computer Science at University of California, Santa

Achtert, Elke; Böhm, Christian; Kröger, Peer (2006). "DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by

are affected by different operationalizations. This is called checking robustness. If the results are (substantially) unchanged, the results are said to

bins extend to the center of the feature. This improves the descriptor's robustness to scale changes. The SIFT-Rank descriptor was shown to improve the performance

research on DNA computing and self-assembly. He is a professor of computer science and mathematics at Iowa State University. Lutz was a student at the

Degeneracy in a Lymph Node". Artificial Immune Systems. Lecture Notes in Computer Science. Vol. 4163. pp. 164–177. doi:10.1007/11823940_13. ISBN 978-3-540-37749-8

Weimer, Westley; Forrest, Stephanie (2013-07-28). "Software mutational robustness" (PDF). Genetic Programming and Evolvable Machines. 15 (3): 281–312. arXiv:1204

input signal and the reference noises. The advantage of these is the robustness against background noise. The disadvantage is the slow speed and higher

1962) is the William Coolidge Professor of electrical engineering and computer science and director of the Massachusetts Institute of Technology (MIT) Institute

probability and statistics to law. Machine learning is the subfield of computer science that formulates algorithms in order to make predictions from data.

programming is chosen for these systems mainly because of simplicity and robustness, which are essential attributes in life-critical and mission-critical

finished his career as a Distinguished Professor in the Departments of Computer Science and Applied Mathematics & Statistics at the State University of New

cybersecurity, offering opportunities and challenges. System Robustness: AI enhances systems' robustness by aiding in software testing. It can validate and verify

129.6542. Achtert, E.; Böhm, C.; Kröger, P. (2006). "DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by

Algorithmic information theory (AIT) is a branch of theoretical computer science that concerns itself with the relationship between computation and information

original query Query expansion is a methodology studied in the field of computer science, particularly within the realm of natural language processing and information

which argue that a fractionated architecture offers more flexibility and robustness than traditional satellite design during mission operations, and during

quantum computing. He is currently a professor in the department of computer science and Institute for Advanced Computer Studies at the University of Maryland

Davenport–Schinzel sequences, spanning trees and spanners for geometric graphs, robustness and numerical issues for geometric algorithms, animation, and graph drawing

change when the technical assumptions are slightly altered (so-called robustness checks) is the main way of combating mis-specification. Model criteria

Applications (CRNA) was established in 2014 with a focus on enhancing the robustness and security of ICT infrastructures. The Ministry of Local Government

Santa Cruz. He is currently a professor of Electrical Engineering and Computer Science, a professor of Bioengineering, and faculty director of the Blum Center

complexity at the University of California, Santa Barbara. She studies robustness and feedback in highly connected complex systems, which have applications

estimates with parallel transport based approximations instead, improving robustness to irregularity and voids in the sampling. The connectivity of each data

used wherever a cat -> animal was expected. (One can compare this to the robustness principle of communication: "be liberal in what you accept and conservative

Biometric authentication (or realistic authentication) is used in computer science as a form of identification and access control. It is also used to

This is a list of important publications in computer science, organized by field. Some reasons why a particular publication might be regarded as important:

deleterious mutations are introduced, proteins often exhibit mutational robustness whereby as stabilising interactions are destroyed the protein still functions

preexisting software in other projects with little to no modification. Robustness - The software is able to operate under stress or tolerate unpredictable

Achtert, Elke; Böhm, Christian; Kröger, Peer (2006). "DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by

cryptography exists at the intersection of the disciplines of mathematics, computer science, information security, electrical engineering, digital signal processing

extensively in economics as well as in logic, systems science and computer science. Traditional game theory addressed two-person zero-sum games, in which

disciplines such as multivariate statistics, applied mathematics, and computer science, in order to address problems in chemistry, biochemistry, medicine

In systems engineering, software engineering, and computer science, a function model or functional model is a structured representation of the functions

Computer Science. Vol. 4258. Cambridge, UK: Springer Berlin. pp. 20–35. doi:10.1007/11957454_2. ISBN 978-3-540-68793-1 – via Department of Computer Science

a precursor to data science. Tukey also realized the importance of computer science to EDA. Graphics are an integral part of EDA methodology and, while

In computer science and formal methods, a SAT solver is a computer program which aims to solve the Boolean satisfiability problem. On input a formula over

A behavior tree is a mathematical model of plan execution used in computer science, robotics, control systems and video games. They describe switchings

reassembled at their destination. Due to this methods inherent reliability and robustness it attracted a great deal of interest at the Department of Defense Advanced

commonality in the organization of information in problems from biology, computer science, and physics. Protein-protein interaction networks (PINs) represent

direct impact on both its computational complexity and point-matching robustness/accuracy. A short descriptor may be more robust against appearance variations

or nominal category on the basis of some qualitative property. In computer science and some branches of mathematics, categorical variables are referred

is a branch of mechanical engineering, electrical engineering and computer science that deals with the design, construction, operation, and application

within the system. This kind of test is done to determine the system's robustness in terms of extreme load and helps application administrators to determine

artificial intelligence and robotics. She has considerable service to the computer science artificial intelligence community and for broadening participation

to Problem Solving (PDF). IJCAI 1969. Hewitt, C., 2009. Inconsistency robustness in logic programs. arXiv preprint arXiv:0904.3036. Kowalski, Robert (1986)

and genetic regulatory networks; the study of ecosystem stability and robustness; clinical science; the modeling and design of scalable communication networks

Dutch computer scientist, and professor of Intelligent Systems and Computer Science at the University of Groningen, known for his contributions in the

In computer science and operations research, a genetic algorithm (GA) is a metaheuristic inspired by the process of natural selection that belongs to the

loss function Efficiency Statistical distance divergence Asymptotics Robustness Frequentist inference Specific tests Bayesian inference Bayesian probability

Stochastic Modeling Techniques and Applications (PDF). Lecture Notes in Computer Science. Vol. 7314. p. 165. doi:10.1007/978-3-642-30782-9_12. ISBN 978-3-642-30781-2

the first year as a student in the Faculty of Automatic Control and Computer Science at Politehnica University of Bucharest, he earned a national scholarship

sense environmental conditions while maintaining cost-effectiveness, robustness, and flexibility, is considered to be among their greatest assets. Dynamic

Percolation on complex networks: Introduction", Complex Networks: Structure, Robustness and Function, Cambridge University Press, pp. 97–98, ISBN 978-1-139-48927-0

Competition for Authenticated Encryption: Security, Applicability, and Robustness". Retrieved March 12, 2013. Albertini et al. 2020, pp. 1–2. Albertini

probability theory, statistics, finance, economics, financial accounting and computer science. Historically, actuarial science used deterministic models in the construction

In computer science, a microkernel (often abbreviated as μ-kernel) is the near-minimum amount of software that can provide the mechanisms needed to implement

In computer science, a tagged pointer is a pointer (concretely a memory address) with additional data associated with it, such as an indirection bit or

Machines (RATMs) represent a pivotal computational model in theoretical computer science, especially critical in the study of tractability within big data computing

of how to build safe AI systems. Other subfields of AI safety include robustness, monitoring, and capability control. Research challenges in alignment

diversity, the argument for a study in preventing premature convergence lacks robustness, unless specified what their definition of population diversity is. There

as his M.S. (1968) in Engineering. There he completed his Ph.D. in computer science in 1974, with Dave Farber as his thesis advisor. Postel started work

specifically for penalty based schemes. The resulting algorithm improved the robustness of GLS over a range of parameter settings, particularly in the case of

This glossary of computer science is a list of definitions of terms and concepts used in computer science, its sub-disciplines, and related fields, including

expanded in 1981 when the National Science Foundation (NSF) funded the Computer Science Network (CSNET). In the early 1980s, the NSF funded the establishment

the particular metric chosen and provides dimensionality reduction and robustness to noise. Beyond this, it inherits functoriality, a fundamental concept

Retrieved 2019-02-17. So, Stephen; Paliwal, Kuldip K. (2005). "Improved noise-robustness in distributed speech recognition via perceptually-weighted vector quantisation

estimate single rigid-body motions can provide accurate results with robustness to noise and outliers but when extended to multiple rigid-body motions

software requirements and software system safety. She is a professor of computer science at Iowa State University. Lutz majored in English at the University

Robustness in Artificial Intelligence". In Hariharan, R.; Mukund, M.; Vinay, V. (eds.). Foundations of Software Technology and Theoretical Computer Science

small numbers, although it plays an important role in theoretical computer science. Elias gamma coding, which is commonly used in data compression, expresses

applications of machine learning. Because ensemble learning improves the robustness of the normal behavior modelling, it has been proposed as an efficient

of neural networks, Bubeck has both introduced and proved the law of robustness which links the number of parameters of a neural network and its regularity

applications of machine learning. Because ensemble learning improves the robustness of the normal behavior modelling, it has been proposed as an efficient

of neural networks, Bubeck has both introduced and proved the law of robustness which links the number of parameters of a neural network and its regularity

in current applications if necessary, and to significantly improve the robustness of NIST's overall hash algorithm toolkit. For small message sizes, the

methodologies in social science differ from those in natural science or computer science, several of the approaches used in contemporary social simulation originated

as it occurs in nature. In addition, unlike a conventional computer, robustness in a genomic computer is achieved by various feedback mechanisms by which

scientist specialised in security and privacy. He is a professor of computer science at EPFL (École Polytechnique Fédérale de Lausanne) and is the head

protocols. Perlman obtained a B.S. and M.S. in Mathematics and a Ph.D. in Computer Science from MIT in 1988. Her doctoral thesis on routing in environments where

Opdal, Kathinka W.; Rundgreen, Mathias; Sachse, Toril (2022). Towards robustness of keyboard-entered authentication factors with thermal wiping against

ACM, 45(6):965–981, 1998. [Goldberg 2007] I. Goldberg, Improving the robustness of private information retrieval, IEEE Symposium on Security and Privacy

authorities can be corrupted, which gives the protocol a certain degree of robustness. The protocol manages the IDs of the voters (the IDs were submitted with

state-space model can be applied in subjects such as economics, statistics, computer science and electrical engineering, and neuroscience. In econometrics, for

health, social psychology, development studies, sociolinguistics, and computer science, education and distance education research, and is now commonly available

further developed within the general fields of statistics, theoretical computer science and machine learning, and more narrowly computational learning theory

principal component analysis method widely used in finance, statistics and computer science. He was associate professor of mathematics at Stanford University from

repeatability score for this type of scene, with all the other having good robustness as well. MSER consistently resulted in the highest score through many

Binghamton University. He was a research professor (investigador) at the Computer Science Department of the Instituto de Investigaciones en Matemáticas Applicadas

and type II errors is widely used in medical science, biometrics and computer science.[clarification needed] Intuitively, type I errors can be thought of

integrating different areas such as microelectronics, physical modeling, computer science, machine learning, telecommunication and control, and focusing on the

ISBN 9781450328333. S2CID 18184659. Cohen, Julie; Plakosh, Dan; Keeler, Kristi (2005). Robustness Testing of Software-Intensive Systems: Explanation and Guide (Technical

by applying sampled derivatives of Gaussian kernels. When accuracy and robustness are primary design criteria, alternative implementation approaches should

of the Vrije Universiteit Brussel and founding director of the Sony Computer Science Laboratory in Paris. Steels has also been active in the arts collaborating

its original stable steady state. It is a measure of the stability and robustness of a system in the face of changes or disturbances. If a system is not

contribute to a more effective design, such as cognitive psychology, computer science, and control engineering to develop interdisciplinary solutions. These

results may depend on confounding. Similarly, replication can test for the robustness of findings from one study under alternative study conditions or alternative

number of challenges in system design, I/O and network efficiency, and robustness and manageability. Web crawlers are a central part of search engines,

d'Orsay. He held postdoctoral positions (2012-2013) at the School of Computer Science of the University of Birmingham (UK), and (2013-2016) at the University

Dessimoz obtained his Master of Science degree in 2003 and PhD in Computer Science in 2009 from ETH Zurich in Switzerland where his doctoral research

that the probe is in interstellar space. In a further testament to the robustness of Voyager 1, the Voyager team tested the spacecraft's trajectory correction

Ultra-large-scale system (ULSS) is a term used in fields including Computer Science, Software Engineering and Systems Engineering to refer to software

of the Allen Institute for Artificial Intelligence (AI2), and the Computer Science and Telecommunications Board (CSTB) of the US National Academies. He

that stochastic choices made on the microlevel can add up to human-like robustness on a macrolevel. Thousands of program runs attempt to verify this on dozens

and other types of improvement of error/loss robustness. Redundant slices (RS), an error/loss robustness feature that lets an encoder send an extra representation

detection problem, with more demanding requirements on the accuracy and robustness on the detection, the traditional algorithm can no longer handle the challenging

("harvesting"). However, practical considerations (size, power, cost, performance, robustness) dictate the following desirable traits: use of commonly available inexpensive

Viewpoint Angle Change: The Harris affine detector has reasonable (average) robustness to these types of changes. The detector maintains a repeatability score

Texas Instruments Israel at the time, as part of his M.Sc. degree in Computer Science. The project was initiated due to a true need in one of Texas Instruments’

cache memories and developed low-overhead techniques to enhance system robustness. The shadow caching for multi-bit error correction in cache memory system

in Rational L2 Approximation". In Curtain, Ruth F. (ed.). Modelling, Robustness and Sensitivity Reduction in Control Systems. NATO ASI Series F. Vol. 34

Wolfgang Nejdl (Ed.), Lecture Notes in Computer Science, Springer-Verlag, Berlin, Germany, Lecture Notes in Computer Science, Vol. 4321, May 2007, 978-3-540-72078-2

including faster global convergence, higher solution quality, and stronger robustness. However, such studies do not provide theoretical evidence to actually

"simplicity in computation, analytical estimates of confidence intervals, robustness to outliers, testable assumptions regarding residuals and ... limited

Library (EEL) is also available for the data-flash to add wear leveling and robustness. Different classes of DFL and EEL are available to match application needs

still in use at the end of the 1990s. Appreciated for its performance, robustness and reliability, the Mitra 15 has been designed from the outset to be

Library (EEL) is also available for the data-flash to add wear leveling and robustness. Different classes of DFL and EEL are available to match application needs

computer's file system. Fraser engineered support for file archival and robustness with support for multi-user access control and later formalised the notion

hopes for field. Effects of nonverbal communication on efficiency and robustness in human-robot teamwork (C Breazeal, CD Kidd, AL Thomaz, G Hoffman, M

In computer science and machine learning, cellular neural networks (CNN) or cellular nonlinear networks (CNN) are a parallel computing paradigm similar

wireless mesh network. Propagation can employ routing or flooding. In computer science and telecommunications, wireless sensor networks are an active research

p}. Persistent homology is stable in a precise sense, which provides robustness against noise. The bottleneck distance is a natural metric on the space

is a director of research for the French Institute for Research in Computer Science and Automation (Inria). Palamidessi was born in 1959 in Fucecchio,

a Professor of Statistics at Harvard University and a Professor of Computer Science at the Harvard John A. Paulson School of Engineering and Applied Sciences

and prediction-driven architecture. The use of CASA has improved the robustness of ASR and speech separation systems. Since CASA is modeling human auditory

The field is broad and includes foundations in applied mathematics, computer science, biology, statistical physics, genetics, chemistry, evolution, and

nonfunctional hosts. The decentralized nature of P2P networks increases robustness because it removes the single point of failure that can be inherent in

the Robustness of PCA-Based Correlation Clustering Algorithms". Scientific and Statistical Database Management. Lecture Notes in Computer Science. Vol

user-powered mesh networks and related peer-to-peer applications – and the robustness of the current Internet infrastructure. Scientists concluded that personal

387-416, preprint Fatès N., and Morvan M., (2005), An Experimental Study of Robustness to Asynchronism for Elementary Cellular Automata, Complex Systems: Volume

SDM: auto-associability, content addressability, distributed storage and robustness over noisy inputs. In addition, it adds new functionality, enabling an

System from Unodecimal to Vigesimal" (PDF). International Journal of Computer Science and Telecommunications. 3 (1). London: Sysbase Solution Ltd.: 13. Rawat

Rather than focusing on stable states, many models consider a system's robustness—the ways that complex systems adapt to internal and external pressures

has applied spectral theory to understand the evolution of mutational robustness. Altenberg introduced a number of concepts which have been adopted in

2021-05-20. "The effects of recombination on phenotypic exploration and robustness in evolution". gpbib.cs.ucl.ac.uk. Retrieved 2021-05-20. "Human-competitive

analysis of filter banks and more generally in applied mathematics, computer science, and engineering. Because of the various mathematical components surrounding

(actually, while extracting data, cross validation is a measure of model robustness, the more a model is robust (higher q2) the less data extraction perturb

hybrid system, a lot more rigor is needed to validate the system for robustness, safety and security. For example, if the infotainment system's application

Foundations of Data Organization and Algorithms. Lecture Notes in Computer Science. Vol. 730. pp. 69–84. doi:10.1007/3-540-57301-1_5. ISBN 978-3-540-57301-2

demonstrates the versatility of these systems however, the other two advantages, robustness and low cost have not been demonstrated. In general the prototype systems

486. ISSN 0025-1909. JSTOR 2628894. Kajii, A.; Morris, S. (1997). "The Robustness of Equilibria to Incomplete Information". Econometrica. 65 (6): 1283–1309

Applications of Holonic and Multi-Agent Systems. Lecture Notes in Computer Science. Vol. 10444. pp. 171–185. arXiv:1710.02315. doi:10.1007/978-3-319-64635-0_13

education in other mathematical sciences, like logic, mathematics, and computer science. At the same time, statistics is concerned with evidence-based reasoning

design and construction of the physical structures of robots, while in computer science, robotics focuses on robotic automation algorithms. Other disciplines

optimal trade-off between robustness and flexibility. Recent results in cell and evolutionary biology, neuroscience and computer science have great interest

Kolmogorov, Andrei N. (1998). "On tables of random numbers". Theoretical Computer Science. 207 (2): 387–395. doi:10.1016/S0304-3975(98)00075-9. MR 1643414. Konishi

Pursuit of Robustness in Artificial Intelligence". IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science. doi:10

Literature Mining and Social Media Mining to understanding redundancy, robustness, modularity and control in Complex Networks,Collective Intelligence on

Computer Science, Massachusetts Institute of Technology. "Degrees Offered and Degree Requirements". MIT Electrical Engineering and Computer Science Graduate

 118–126. Hartmanis, J.; Hemachandra, L. (1987), "One-way functions, robustness, and non-isomorphism of NP-complete sets", Technical Report DCS TR86-796

Valverde, S.; Deneubourg, J.L.; Theraulaz, G. (2004), "Efficiency and robustness in ant networks of galleries", The European Physical Journal B, 42 (1)

Introduction and Summary of Results (PDF) (Technical report). UCLA Computer Science Department, R-417. Mohan, K.; Van den Broeck, G.; Choi, A.; Pearl,

statistical nature of most of these fields, OR also has strong ties to computer science and analytics. Operational researchers faced with a new problem must

(PDF). Diagrammatic Representation and Inference. Lecture Notes in Computer Science. Vol. 4045. p. 93. CiteSeerX 10.1.1.538.5217. doi:10.1007/11783183_11

and Generative. The Springer International Series in Engineering and Computer Science. Kluwer Academic (Springer). ISBN 978-1-4020-7647-3. Jebara, Tony (2002)

Commonsense Computing Initiative The Epilog project at the University of Rochester Knowledge Infusion: In Pursuit of Robustness in Artificial Intelligence

power, there has been a resurgence of mutation analysis within the computer science community, and work has been done to define methods of applying mutation

The organisation's staff includes statisticians, mathematicians, computer science specialists, accountants, economists, demographers, sociologists, geographers

MAE, MAPE, MSE and RMSE in regression analysis evaluation". PeerJ Computer Science. 7 (e623): e623. doi:10.7717/peerj-cs.623. PMC 8279135. PMID 34307865

training data set. Chernoff bounds can be effectively used to evaluate the "robustness level" of an application/algorithm by exploring its perturbation space

They argue that "this type of diagram is common in computation and computer science to show how technologies are 'stacked' on top of each other in increasing

paraconsistent neural network for a rotary inverted pendulum presented better robustness and lower control effort compared to a classical well tuned pole placement

the fields of sociology, management, ecology, network science, and computer science. He was inducted as a Fellow of the Network Science Society in 2020

Berkeley in Computer Science in 2022. Hendrycks' research focuses on topics that include machine learning safety, machine ethics, and robustness. He credits

Group testing has many applications, including statistics, biology, computer science, medicine, engineering and cyber security. Modern interest in these

compensation.[citation needed] Port knocking is totally dependent on the robustness of the port knocking daemon. The failure of the daemon will deny port

Such distinctions can often be loosely correlated with data type in computer science, in that dichotomous categorical variables may be represented with

Brisson, André (2015), Whitenoise Encryption Implementation with Increased Robustness against Side-Channel Attacks Brisson, André (2015),University of Victoria

Academy of Sciences Scientific career Fields Statistics Mathematics Computer science Institutions Stockholm University Brown University Doctoral advisor

amount of tests to write. As a solid foundation, unit testing provides robustness to the software products. Testing individual parts of the code makes it

status. Globaloria was developed as a response to a perceived lack of computer science and STEM education opportunities in the United States. Following its

manner, so the current draw tends to be more uniform and less bursty. Robustness toward transistor-to-transistor variability in the manufacturing transfer

Technology (ICOT). 1992. Hewitt, Carl (27 April 2016). "Inconsistency Robustness for Logic Programs". Hal Archives. pp. 21–26. Retrieved 7 November 2016

heterogeneous systems, and structurally based design techniques for stability and robustness of nonlinear systems. H. F. Grip, A. Saberi, and T. A. Johansen, "Observers

assessment serves as a diagnostic tool, enabling enterprises to ascertain the robustness of Australia's cyber security regulations. Furthermore, it affords them

Theory. He was also an associate editor for MDPI Information, and PeerJ Computer Science. In 2019, Skoglund served as general co-chair for IEEE ITW, and in

Valverde, S.; Deneubourg, J.L.; Theraulaz, G. (2004), "Efficiency and robustness in ant networks of galleries", European Physical Journal B, 42 (1): 123–129

feeding system grant different advantages and disadvantages, such as robustness to perturbations and flexibility to inputs. They also showed that a reasonable

researchers propose modifications to the basic MFCC algorithm to improve robustness, such as by raising the log-mel-amplitudes to a suitable power (around

Shapiro (ed.), MIT Press, 1987, Chapter 2. Carl Hewitt. Inconsistency Robustness in Logic Programming ArXiv 2009. Hendler, James (1 March 2008). "Avoiding

distant from all others (in R3) to qualify as a separate entity. For robustness we use a representation that includes all of the points in a selected

papers in the fields from chemical engineering (process dynamics) to computer science (industrial computer control, Computer-integrated manufacturing) and

of 1/s{\displaystyle 1/s}. However, bundle processing retains the same robustness to error of regular stochastic processing. Ergodic Processing involves

(2008). "On the Design of Loss Functions for Classification: Theory, Robustness to Outliers, and SavageBoost" (PDF). Proceedings of the 21st International

the most recent nodes. This modification is interesting to study the robustness of the scale-free behavior of the degree distribution. It is proved analytically

elusive for more general purpose renderers. In order to meet demands of robustness, accuracy and practicality, an implementation will be a complex combination

an MS in computer science from the University of; uncertainty, Berkeley Sessions Bayesian machine learning: Quantifying; Learning, robustness at scale

by using computational methods, at the interface of statistics and computer science. concomitants In a statistical study, any variables whose values are

network properties? In one study, assortativity was found to decrease robustness in a duplex network. Given two multidimensional paths, r and s, we say

covariance-Hessian relation in evolution strategies". Theoretical Computer Science. 801. Elsevier: 157–174. arXiv:1806.03674. doi:10.1016/j.tcs.2019.09

"Parallel Monte-Carlo Tree Search". Computers and Games. Lecture Notes in Computer Science. Vol. 5131. pp. 60–71. CiteSeerX 10.1.1.159.4373. doi:10.1007/978-3-540-87608-3_6

D.; Jing, S.; Sommer, R.; Barke, E. (2007). "Improving Efficiency and Robustness of Analog Behavioral Models". Advances in Design and Specification Languages

image processing means, PCNNs have several significant merits, including robustness against noise, independence of geometric variations in input patterns

key concern with networks extracted from social media is the lack of robustness of network metrics given missing data. Bibliography of sociology Blockmodeling

language processing, and other fields in discrete mathematics and computer science, where one is often interested in modeling the random variation of

1016/S0167-6393(99)00080-1. Heck, L.; Konig, Y.; Sonmez, M.; Weintraub, M. (2000). "Robustness to Telephone Handset Distortion in Speaker Recognition by Discriminative

the maximum and minimum distances of the ellipse from a focus. In computer science, specifically information retrieval and machine learning, the harmonic

researchers stated that continued work should address ease of use, performance robustness, reducing hardware and software costs. One of the difficulties with EEG

v t e Important publications in science Computing and mathematics Computer science Cryptography Mathematics Statistics Natural science Astronomy Biology

for imprecision, uncertainty and partial truth to achieve tractability, robustness and low solution cost. Lateral-computing techniques which use the human

shifts These enhancements increased the computational performance and robustness of the Lanczos method for solving large and complex eigenvalue problems

documentation in revered religious texts. Aaron Lynch attributed the robustness of religious memes in human culture to the fact that such memes incorporate

covariances, the method shows a superior performance in accuracy and robustness to noise and outliers, compared with the baseline CPD. An enhanced runtime

can sometimes give a misleading sense of security regarding the code's robustness. Maintenance Overheads: Maintaining a large suite of tests can add overhead

Polygon Boolean operations, compares capabilities, speed and numerical robustness Interior angle sum of polygons: a general formula, Provides an interactive

job talks to explore the bias that exists in the hiring process for computer science and engineering faculty. Cosman is also the Faculty Equity Advisor

informative training set, potentially improving the generalization and robustness of the fine-tuned models. Applying medoids in the context of LLMs can

driven by a 9-stage LFSR to increase the accuracy of received time and the robustness of the data stream in the presence of noise. Pinwheel Mersenne twister

field of mathematics but an autonomous mathematical science, like computer science and operations research. Unlike mathematics, statistics had its origins

2024 and put through additional testing to evaluate their performance, robustness, and dependability. The project is expected to be finished by the middle

analysis. Thus, DWT approximation is commonly used in engineering and computer science, and the CWT in scientific research. Like some other transforms, wavelet

integration with existing telecommunication networks, and its reliability and robustness. Tokyo QKD network In 2010, a number of organizations from Japan and the

bottleneck – Effects of a sharp reduction in numbers on the diversity and robustness of a population Post-growth – Beyond optimum economic growth Productivism –

Classification". Knowledge Discovery in Databases: PKDD 2007. Lecture Notes in Computer Science. 4702. Berlin, Heidelberg: Springer: 42–53. doi:10.1007/978-3-540-74976-9_8

v t e Logic Outline History Major fields Computer science Formal semantics (natural language) Inference Philosophy of logic Proof Semantics of logic Syntax

removing the need to re-detect objects in each frame, but it improves the robustness as well, as the salient features are more resilient than the Viola-Jones

"On Universal Prediction and Bayesian Confirmation". Theoretical Computer Science. 384 (2007): 33–48. arXiv:0709.1516. Bibcode:2007arXiv0709.1516H. doi:10

stream was used to monitor when it was time to make more coffee for the computer science lab that hosted the stream. Automating office coffee production was

(zero gate current, high and adjustable output impedance and improved robustness vs. BJTs which can be permanently degraded by even lightly breaking down

that utilizes the method, which has applications in econometrics and computer science. Cluster data describes data where many observations per unit are observed

deployment, infrastructureless, all-wireless networks (no fixed radio towers), robustness (link breaks are no problem), security, range, and instant operation.

metropolitan area in March 2009, was to validate the reliability and robustness of QKD in continuous operation over a long time period in a field environment

Fudenberg, Drew; Levine, David K; Maniadis, Zacharias (2012). "On the Robustness of Anchoring Effects in WTP and WTA Experiments" (PDF). American Economic

Nordic Political Science Association Marozzi, Marco (2015). "Construction, Robustness Assessment and Application of an Index of Perceived Level of Socio-economic

engineering and fault tolerance techniques. Individual reliability covers robustness of flight controllers, to ensure safety without excessive redundancy to

autonomously disengaged from autonomous mode. This is one measure of system robustness (ideally, the system should never disengage). In 2017, Waymo reported

(zero gate current, high and adjustable output impedance and improved robustness vs. BJTs which can be permanently degraded by even lightly breaking down

terrestrial television such reflections are less problematic, due to robustness of binary transmissions and error correction. In the first approximation

Urbini, L.; Sinaimeri, B.; Matias, C.; Sagot, M. F. (2018). "Exploring the Robustness of the Parsimonious Reconciliation Method in Host-Symbiont Cophylogeny"

ETH Zurich, limit cycle dynamics was observed in 2019, but evidence of robustness against perturbations and the spontaneous character of the time-translation

2023.3335315. ISSN 2475-1456. Roughgarden, Tim (2015-11-02). "Intrinsic Robustness of the Price of Anarchy". Journal of the ACM. 62 (5): 1–42. doi:10.1145/2806883

distributions of interest, because it ignores all intermediate points, and lacks robustness, as outliers change it significantly. Indeed, it is one of the least efficient

sequences. These algorithms were mostly used for string processing in computer science. In this approach, for a chosen pair of sequences (A and B of lengths

higher throughput and energy efficiency by systematically sacrificing robustness. Communicating hardware processes (CHP) is a program notation for QDI

naturalness of the human voice. Examples of disadvantages of the method are low robustness when the data are not sufficient, lack of controllability and low performance

public/private encryption keys used during the exchange and hence the robustness of the security provided. In July 2013, Google announced that it would

ROBIN for "Biochronicity and Temporal Mechanisms Arising in Nature" and "Robustness of Biologically-Inspired Networks", a reference to the Batman and Robin

could have prevented Heartbleed is a test suite thoroughly performing robustness testing, i.e. testing that invalid inputs cause failures rather than successes

creative aspects of everyday language have yet to be incorporated with any robustness or scale. In the seminal work of applied linguist Ronald Carter, he hypothesized

loss and vice versa. rivalry Robin Hood effect Robinson Crusoe economy Robustness The ability of a financial trading system to remain effective. Rostovian

levels of W-OFDM are lower. This results in less ICI, as well as greater robustness to narrowband interference. These two properties are especially useful

(eds.). Algorithms in Bioinformatics. Vol. 6293 (Lecture Notes in Computer Science ed.). Springer Berlin Heidelberg. pp. 52–64. doi:10.1007/978-3-642-15294-8_5

theory reign, while the "log-linear" formulation here is more common in computer science, e.g. machine learning and natural language processing. The model has

of voltage. Therefore, metal resistance provides a very high level of robustness to changing environmental conditions. Ubiquity: Metal is (currently) the

Sikorski, K. (1989). "Fast Algorithms for the Computation of Fixed Points". Robustness in Identification and Control. pp. 49–58. doi:10.1007/978-1-4615-9552-6_4

health purposes (either monitoring or treatment), their accuracy and robustness issues can give rise to safety concerns. Some tools have been developed

calculate leak flow and leak location. This must be done accurately. Robustness: The LDS should continue to operate in non-ideal circumstances. For example

nodes with gossip algorithms as well as on the characterization of the robustness to differential privacy attacks. Other research activities focus on the

camera SLAM system for the Microsoft Kinect, assessing its accuracy, robustness, and speed across different indoor scenarios and offering it as open-source

"training data", "data and record-keeping", "information to be provided", "robustness and accuracy", and "human oversight". There are also requirements specific

contract to GXM Consulting to continue to expand the functionality and robustness of the smartphones. TransApps not only has focused on security abroad

engineers must trust their measuring instruments. In their quest for robustness, engineers prefer to pull known objects from a small library—objects that

generate a large number of artificial datasets. In this way, the quality and robustness of ABC inference can be assessed in a controlled setting, by gauging how

scenarios, and to provide practical solutions for improving the stability and robustness of network systems. Graph tenacity has been an active area of research

methods. The Bayesian analysis of genetic sequences may confer greater robustness to model misspecification. MrBayes allows inference of ancestral states

2011 Ricardo Baeza-Yates For contributions to the development of computer science 2014 Nader Bagherzadeh For contributions to the design and analysis

networks, related peer-to-peer applications and new protocols – and the robustness of the current Internet infrastructure. 10 August A study based on OSIRIS-REx

Namely, multiparameter modules can have greater density sensitivity and robustness to outliers than single-parameter modules, making them a potentially useful

in their paper on InstructGPT. RLHF has also been shown to improve the robustness of RL agents and their capacity for exploration, which results in an optimization

Year Review 2012: Launch vehicles - Falcon 9, Delta IV and Soyuz show robustness in mishaps but not so for Safir or Proton". FlightGlobal.com. 3 January

controlling RoboLobster. As a consequence, this work demonstrates the robustness of neural circuits that coordinate crustacean leg movements This study