Search results for "General Computer Science"

showing 10 items of 895 documents

Finite Satisfiability of the Two-Variable Guarded Fragment with Transitive Guards and Related Variants

2018

We consider extensions of the two-variable guarded fragment, GF2, where distinguished binary predicates that occur only in guards are required to be interpreted in a special way (as transitive relations, equivalence relations, pre-orders or partial orders). We prove that the only fragment that retains the finite (exponential) model property is GF2 with equivalence guards without equality. For remaining fragments we show that the size of a minimal finite model is at most doubly exponential. To obtain the result we invent a strategy of building finite models that are formed from a number of multidimensional grids placed over a cylindrical surface. The construction yields a 2NExpTime-upper bou…

FOS: Computer and information sciencesComputer Science - Logic in Computer ScienceTwo-variable logicGeneral Computer ScienceComputational complexity theoryLogicguarded fragmentBinary number0102 computer and information sciences01 natural sciencesUpper and lower boundsTheoretical Computer ScienceCombinatoricstransitive relationEquivalence relationfinite satisfiability problem0101 mathematicsEquivalence (formal languages)Integer programmingMathematicsDiscrete mathematicsTransitive relationNEXPTIMEcomputational complexity010102 general mathematicsLogic in Computer Science (cs.LO)Computational Mathematics010201 computation theory & mathematicsequivalence ralationACM Transactions on Computational Logic
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Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization With Medical Applications

2019

Medical applications challenge today's text categorization techniques by demanding both high accuracy and ease-of-interpretation. Although deep learning has provided a leap ahead in accuracy, this leap comes at the sacrifice of interpretability. To address this accuracy-interpretability challenge, we here introduce, for the first time, a text categorization approach that leverages the recently introduced Tsetlin Machine. In all brevity, we represent the terms of a text as propositional variables. From these, we capture categories using simple propositional formulae, such as: if "rash" and "reaction" and "penicillin" then Allergy. The Tsetlin Machine learns these formulae from a labelled tex…

FOS: Computer and information sciencesComputer Science - Machine LearningGeneral Computer ScienceComputer sciencetext categorizationNatural language understandingDecision treeMachine Learning (stat.ML)02 engineering and technologyVDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550::Annen informasjonsteknologi: 559Machine learningcomputer.software_genresupervised learningMachine Learning (cs.LG)Naive Bayes classifierText miningStatistics - Machine Learning0202 electrical engineering electronic engineering information engineeringGeneral Materials ScienceTsetlin machinehealth informaticsInterpretabilityPropositional variableClassification algorithmsArtificial neural networkbusiness.industryDeep learning020208 electrical & electronic engineeringGeneral EngineeringRandom forestSupport vector machinemachine learningCategorization020201 artificial intelligence & image processingArtificial intelligencelcsh:Electrical engineering. Electronics. Nuclear engineeringbusinessPrecision and recallcomputerlcsh:TK1-9971
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Right-jumps and pattern avoiding permutations

2015

We study the iteration of the process "a particle jumps to the right" in permutations. We prove that the set of permutations obtained in this model after a given number of iterations from the identity is a class of pattern avoiding permutations. We characterize the elements of the basis of this class and we enumerate these "forbidden minimal patterns" by giving their bivariate exponential generating function: we achieve this via a catalytic variable, the number of left-to-right maxima. We show that this generating function is a D-finite function satisfying a nice differential equation of order~2. We give some congruence properties for the coefficients of this generating function, and we sho…

FOS: Computer and information sciencesD-finite function[ MATH.MATH-CV ] Mathematics [math]/Complex Variables [math.CV]Discrete Mathematics (cs.DM)General Computer Scienceinsertion sort[INFO.INFO-DM]Computer Science [cs]/Discrete Mathematics [cs.DM][ MATH.MATH-CO ] Mathematics [math]/Combinatorics [math.CO]left-to-right maximumPermutation patternTheoretical Computer Science[ MATH.MATH-NT ] Mathematics [math]/Number Theory [math.NT]Combinatorics[MATH.MATH-CO]Mathematics [math]/Combinatorics [math.CO]FOS: Mathematicsanalytic combinatoricsMathematics - CombinatoricsDiscrete Mathematics and CombinatoricsGolden ratioMathematicsProbability (math.PR)Generating function[ INFO.INFO-DM ] Computer Science [cs]/Discrete Mathematics [cs.DM][MATH.MATH-CV]Mathematics [math]/Complex Variables [math.CV]Function (mathematics)[MATH.MATH-NT]Mathematics [math]/Number Theory [math.NT]Exponential function[MATH.MATH-PR]Mathematics [math]/Probability [math.PR]generating functionPermutation patternExponentAnalytic combinatoricssupercongruenceCombinatorics (math.CO)Maxima[ MATH.MATH-PR ] Mathematics [math]/Probability [math.PR]Mathematics - ProbabilityComputer Science - Discrete Mathematics
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Properties of a Class of Toeplitz Words

2021

We study the properties of the uncountable set of Stewart words. These are Toeplitz words specified by infinite sequences of Toeplitz patterns of the form $\alpha\beta\gamma$, where $\alpha,\beta,\gamma$ is any permutation of the symbols 0,1,?. We determine the critical exponent of the Stewart words, prove that they avoid the pattern $xxyyxx$, find all factors that are palindromes, and determine their subword complexity. An interesting aspect of our work is that we use automata-theoretic methods and a decision procedure for automata to carry out the proofs.

FOS: Computer and information sciencesDecision procedureSubword complexityDiscrete Mathematics (cs.DM)Combinatorics on wordsSettore INF/01 - InformaticaGeneral Computer ScienceFormal Languages and Automata Theory (cs.FL)Computer Science - Formal Languages and Automata TheoryToeplitz wordTheoretical Computer ScienceComputer Science::Discrete MathematicsPattern avoidanceFOS: MathematicsAutomatic sequenceMathematics - CombinatoricsCombinatorics (math.CO)Computer Science::Formal Languages and Automata TheoryComputer Science - Discrete Mathematics
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Abelian combinatorics on words: A survey

2022

We survey known results and open problems in abelian combinatorics on words. Abelian combinatorics on words is the extension to the commutative setting of the classical theory of combinatorics on words. The extension is based on \emph{abelian equivalence}, which is the equivalence relation defined in the set of words by having the same Parikh vector, that is, the same number of occurrences of each letter of the alphabet. In the past few years, there was a lot of research on abelian analogues of classical definitions and properties in combinatorics on words. This survey aims to gather these results.

FOS: Computer and information sciencesDiscrete Mathematics (cs.DM)General Computer ScienceFormal Languages and Automata Theory (cs.FL)Computer Science - Formal Languages and Automata TheoryAbelian combinatorics on word68R15Discrete mathematicsTheoretical Computer ScienceFOS: MathematicsMathematics - CombinatoricsCombinatorics (math.CO)Computer Science - Discrete MathematicsCombinatorics on wordComputer Science Review
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Finite state verifiers with constant randomness

2014

We give a new characterization of $\mathsf{NL}$ as the class of languages whose members have certificates that can be verified with small error in polynomial time by finite state machines that use a constant number of random bits, as opposed to its conventional description in terms of deterministic logarithmic-space verifiers. It turns out that allowing two-way interaction with the prover does not change the class of verifiable languages, and that no polynomially bounded amount of randomness is useful for constant-memory computers when used as language recognizers, or public-coin verifiers. A corollary of our main result is that the class of outcome problems corresponding to O(log n)-space …

FOS: Computer and information sciencesDiscrete mathematicsClass (set theory)Computer Science - Logic in Computer ScienceFinite-state machineGeneral Computer ScienceComputational Complexity (cs.CC)Binary logarithmLogic in Computer Science (cs.LO)Theoretical Computer ScienceComputer Science - Computational ComplexityBounded functionVerifiable secret sharingConstant (mathematics)Time complexityRandomnessMathematics
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Optimal one-shot quantum algorithm for EQUALITY and AND

2017

We study the computation complexity of Boolean functions in the quantum black box model. In this model our task is to compute a function $f:\{0,1\}\to\{0,1\}$ on an input $x\in\{0,1\}^n$ that can be accessed by querying the black box. Quantum algorithms are inherently probabilistic; we are interested in the lowest possible probability that the algorithm outputs incorrect answer (the error probability) for a fixed number of queries. We show that the lowest possible error probability for $AND_n$ and $EQUALITY_{n+1}$ is $1/2-n/(n^2+1)$.

FOS: Computer and information sciencesDiscrete mathematicsOne shotQuantum PhysicsGeneral Computer ScienceProbabilistic logicFOS: Physical sciencesFunction (mathematics)Computational Complexity (cs.CC)Computer Science - Computational ComplexityProbability of errorComputation complexityQuantum algorithmQuantum Physics (quant-ph)Boolean functionQuantumMathematics
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Abelian Powers and Repetitions in Sturmian Words

2016

Richomme, Saari and Zamboni (J. Lond. Math. Soc. 83: 79-95, 2011) proved that at every position of a Sturmian word starts an abelian power of exponent $k$ for every $k > 0$. We improve on this result by studying the maximum exponents of abelian powers and abelian repetitions (an abelian repetition is an analogue of a fractional power) in Sturmian words. We give a formula for computing the maximum exponent of an abelian power of abelian period $m$ starting at a given position in any Sturmian word of rotation angle $\alpha$. vAs an analogue of the critical exponent, we introduce the abelian critical exponent $A(s_\alpha)$ of a Sturmian word $s_\alpha$ of angle $\alpha$ as the quantity $A(s_\a…

FOS: Computer and information sciencesFibonacci numberGeneral Computer ScienceDiscrete Mathematics (cs.DM)Formal Languages and Automata Theory (cs.FL)[INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS]Computer Science - Formal Languages and Automata Theory0102 computer and information sciences01 natural sciencesTheoretical Computer ScienceCombinatoricsFOS: MathematicsMathematics - Combinatorics[INFO]Computer Science [cs]Number Theory (math.NT)0101 mathematicsAbelian groupContinued fractionFibonacci wordComputingMilieux_MISCELLANEOUSQuotientMathematicsMathematics - Number Theoryta111010102 general mathematicsComputer Science (all)Sturmian wordSturmian wordAbelian period; Abelian power; Critical exponent; Lagrange constant; Sturmian word; Theoretical Computer Science; Computer Science (all)Abelian periodLagrange constantCritical exponentAbelian power010201 computation theory & mathematicsBounded functionExponentCombinatorics (math.CO)Computer Science::Formal Languages and Automata TheoryComputer Science - Discrete Mathematics
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Enumeration and Structure of Trapezoidal Words

2013

Trapezoidal words are words having at most $n+1$ distinct factors of length $n$ for every $n\ge 0$. They therefore encompass finite Sturmian words. We give combinatorial characterizations of trapezoidal words and exhibit a formula for their enumeration. We then separate trapezoidal words into two disjoint classes: open and closed. A trapezoidal word is closed if it has a factor that occurs only as a prefix and as a suffix; otherwise it is open. We investigate open and closed trapezoidal words, in relation with their special factors. We prove that Sturmian palindromes are closed trapezoidal words and that a closed trapezoidal word is a Sturmian palindrome if and only if its longest repeated …

FOS: Computer and information sciencesFibonacci numberSpecial factorGeneral Computer ScienceFormal Languages and Automata Theory (cs.FL)Computer Science - Formal Languages and Automata TheoryEnumerative formulaDisjoint sets68R15Theoretical Computer ScienceFOS: MathematicsPalindromeMathematics - CombinatoricsClosed wordsFibonacci wordMathematicsDiscrete mathematicsClosed wordSequenceta111Sturmian wordPrefixCombinatorics on wordsRich wordtrapezoidal wordF.4.3Combinatorics (math.CO)SuffixWord (group theory)Computer Science(all)
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Fast computation of abelian runs

2016

Given a word $w$ and a Parikh vector $\mathcal{P}$, an abelian run of period $\mathcal{P}$ in $w$ is a maximal occurrence of a substring of $w$ having abelian period $\mathcal{P}$. Our main result is an online algorithm that, given a word $w$ of length $n$ over an alphabet of cardinality $\sigma$ and a Parikh vector $\mathcal{P}$, returns all the abelian runs of period $\mathcal{P}$ in $w$ in time $O(n)$ and space $O(\sigma+p)$, where $p$ is the norm of $\mathcal{P}$, i.e., the sum of its components. We also present an online algorithm that computes all the abelian runs with periods of norm $p$ in $w$ in time $O(np)$, for any given norm $p$. Finally, we give an $O(n^2)$-time offline randomi…

FOS: Computer and information sciencesGeneral Computer ScienceComputationAbelian run[INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS]Elementary abelian group0102 computer and information sciences02 engineering and technology01 natural sciencesRank of an abelian groupTheoretical Computer ScienceCombinatoricsComputer Science - Data Structures and Algorithms0202 electrical engineering electronic engineering information engineeringData Structures and Algorithms (cs.DS)[INFO]Computer Science [cs]Online algorithmAbelian groupComputingMilieux_MISCELLANEOUSMathematicsCombinatorics on wordDiscrete mathematicsComputer Science (all)Abelian periodText algorithm16. Peace & justiceSubstringRandomized algorithmCombinatorics on words010201 computation theory & mathematics020201 artificial intelligence & image processingComputer Science::Formal Languages and Automata Theory
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