Best SCI Journals for Computer Science Theory & Methods

Best SCI Journals for Computer Science Theory & Methods are provided by us. Let our experts handle the lengthy literature search for you. They will find important published papers related to your research, give you brief summaries, and cite them correctly in your manuscript. This way, you can save time and have solid citations. Drop your project details to phdservices.org and get best research assistance.

Key Areas of Performance Analysis in Computer Science Theory & Methods

  1. Algorithm Performance Analysis
  • Time Complexity: Assess how the execution time of an algorithm grows with the size of the input. Common notations include Big O, Big Θ, and Big Ω.
  • Space Complexity: Evaluate the amount of memory an algorithm uses relative to the input size. This includes both auxiliary space and total space.
  • Best, Worst, and Average Cases: Analyze the algorithm’s performance in different scenarios to understand its behavior under various conditions.
  1. Computational Complexity Theory
  • Classifications of Problems: Study different complexity classes such as P, NP, NP-complete, and NP-hard. Assess how problems are classified based on their computational difficulty.
  • Reduction Techniques: Evaluate methods for reducing problems to other problems to understand their relative complexity.
  • Approximation Algorithms: Analyze the performance of algorithms that provide approximate solutions to NP-hard problems, focusing on their approximation ratios and efficiency.
  1. Data Structures
  • Efficiency of Operations: Assess the efficiency of various data structures (e.g., arrays, linked lists, trees, hash tables) in terms of insertion, deletion, and lookup operations.
  • Space and Time Trade-offs: Evaluate the trade-offs between time complexity and space complexity for different data structures.
  1. Algorithm Design Techniques
  • Divide and Conquer: Analyze algorithms that use divide-and-conquer strategies, such as merge sort and quicksort, in terms of their efficiency and implementation.
  • Dynamic Programming: Assess the performance of dynamic programming algorithms in solving problems with overlapping subproblems and optimal substructure.
  • Greedy Algorithms: Evaluate the performance of greedy algorithms in finding locally optimal solutions for problems like minimum spanning trees and shortest paths.
  1. Computational Models
  • Turing Machines: Analyze the performance of Turing machines in terms of their computational power and efficiency for solving problems.
  • Finite Automata: Study the performance of finite automata in recognizing patterns and languages, including deterministic and nondeterministic automata.
  • Pushdown Automata: Evaluate the performance of pushdown automata in parsing context-free languages and their computational limitations.
  1. Formal Languages and Automata Theory
  • Language Recognition: Assess the efficiency of algorithms for recognizing and parsing different classes of languages, such as regular, context-free, and context-sensitive languages.
  • Grammar Analysis: Evaluate the performance of algorithms for parsing and analyzing grammars, including context-free grammars and regular expressions.
  1. Computational Geometry
  • Geometric Algorithms: Analyze the performance of algorithms for solving geometric problems, such as convex hulls, line intersection, and polygon triangulation.
  • Spatial Data Structures: Evaluate the efficiency of spatial data structures like k-d trees and R-trees in managing and querying spatial data.
  1. Optimization Methods
  • Linear Programming: Assess the performance of linear programming algorithms, including simplex and interior-point methods, for solving optimization problems.
  • Integer Programming: Evaluate the efficiency of algorithms for solving integer programming problems and their practical applications.
  1. Numerical Methods
  • Algorithm Accuracy: Analyze the accuracy and efficiency of numerical algorithms for solving mathematical problems, such as solving linear systems and numerical integration.
  • Computational Stability: Evaluate the stability of numerical methods and their susceptibility to errors due to floating-point arithmetic.
  1. Machine Learning Theory
  • Model Complexity: Assess the performance of machine learning models in terms of their complexity, generalization ability, and training efficiency.
  • Learning Algorithms: Evaluate the efficiency of learning algorithms, including supervised, unsupervised, and reinforcement learning methods.

List Of High Impact Factor Computer Science Theory & Methods Journals

List Of High Impact Factor Computer Science Theory & Methods Journals with a curated selection of prestigious journals are shared below. Our team of experts is dedicated to meticulously formatting your manuscript encompassing text, figures, tables, and references adhering strictly to the journal’s instructions.

S.no

Journal title

ISSN

                       Subject name

1.      

ACM COMPUTING SURVEYS

0360-0300

Computer Science, Theory & Methods

2.      

ACM TRANSACTIONS ON ALGORITHMS

1549-6325

Computer Science, Theory & Methods

3.      

ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION

1544-3566

Computer Science, Theory & Methods

4.      

ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS

1556-4665

Computer Science, Theory & Methods

5.      

ACM TRANSACTIONS ON COMPUTATIONAL LOGIC

1529-3785

Computer Science, Theory & Methods

6.      

ACM TRANSACTIONS ON COMPUTER SYSTEMS

0734-2071

Computer Science, Theory & Methods

7.      

ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS

1551-6857

Computer Science, Theory & Methods

8.      

ADVANCES IN MATHEMATICS OF COMMUNICATIONS

1930-5346

Computer Science, Theory & Methods

9.      

APPLICABLE ALGEBRA IN ENGINEERING COMMUNICATION AND COMPUTING

0938-1279

Computer Science, Theory & Methods

10.   

APPLIED ONTOLOGY

1570-5838

Computer Science, Theory & Methods

11.   

ARTIFICIAL LIFE

1064-5462

Computer Science, Theory & Methods

12.   

BIG DATA

2167-6461

Computer Science, Theory & Methods

13.   

BIG DATA RESEARCH

2214-5796

Computer Science, Theory & Methods

14.   

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS

1386-7857

Computer Science, Theory & Methods

15.   

COMBINATORICS PROBABILITY & COMPUTING

0963-5483

Computer Science, Theory & Methods

16.   

COMMUNICATIONS OF THE ACM

0001-0782

Computer Science, Theory & Methods

17.   

COMPUTATIONAL COMPLEXITY

1016-3328

Computer Science, Theory & Methods

18.   

COMPUTER JOURNAL

0010-4620

Computer Science, Theory & Methods

19.   

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

0169-2607

Computer Science, Theory & Methods

20.   

COMPUTER SCIENCE REVIEW

1574-0137

Computer Science, Theory & Methods

21.   

COMPUTER SYSTEMS SCIENCE AND ENGINEERING

0267-6192

Computer Science, Theory & Methods

22.   

COMPUTING

0010-485X

Computer Science, Theory & Methods

23.   

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

1532-0626

Computer Science, Theory & Methods

24.   

CONNECTION SCIENCE

0954-0091

Computer Science, Theory & Methods

25.   

CONSTRAINTS

1383-7133

Computer Science, Theory & Methods

26.   

CRYPTOGRAPHY AND COMMUNICATIONS-DISCRETE-STRUCTURES BOOLEAN FUNCTIONS AND SEQUENCES

1936-2447

Computer Science, Theory & Methods

27.   

CRYPTOLOGIA

0161-1194

Computer Science, Theory & Methods

28.   

DESIGNS CODES AND CRYPTOGRAPHY

0925-1022

Computer Science, Theory & Methods

29.   

DISCRETE & COMPUTATIONAL GEOMETRY

0179-5376

Computer Science, Theory & Methods

30.   

DISTRIBUTED AND PARALLEL DATABASES

0926-8782

Computer Science, Theory & Methods

31.   

DISTRIBUTED COMPUTING

0178-2770

Computer Science, Theory & Methods

32.   

EVOLUTIONARY COMPUTATION

1063-6560

Computer Science, Theory & Methods

33.   

EXPERT SYSTEMS

0266-4720

Computer Science, Theory & Methods

34.   

FORMAL METHODS IN SYSTEM DESIGN

0925-9856

Computer Science, Theory & Methods

35.   

FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

1615-3375

Computer Science, Theory & Methods

36.   

FRONTIERS OF COMPUTER SCIENCE

2095-2228

Computer Science, Theory & Methods

37.   

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

0167-739X

Computer Science, Theory & Methods

38.   

FUZZY SETS AND SYSTEMS

0165-0114

Computer Science, Theory & Methods

39.   

GENETIC PROGRAMMING AND EVOLVABLE MACHINES

1389-2576

Computer Science, Theory & Methods

40.   

HUMAN-COMPUTER INTERACTION

0737-0024

Computer Science, Theory & Methods

41.   

IBM JOURNAL OF RESEARCH AND DEVELOPMENT

0018-8646

Computer Science, Theory & Methods

42.   

IEEE-ACM TRANSACTIONS ON NETWORKING

1063-6692

Computer Science, Theory & Methods

43.   

IEEE ANNALS OF THE HISTORY OF COMPUTING

1058-6180

Computer Science, Theory & Methods

44.   

IEEE MULTIMEDIA

1070-986X

Computer Science, Theory & Methods

45.   

IEEE TRANSACTIONS ON BIG DATA

2332-7790

Computer Science, Theory & Methods

46.   

IEEE TRANSACTIONS ON CLOUD COMPUTING

2168-7161

Computer Science, Theory & Methods

47.   

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

1089-778X

Computer Science, Theory & Methods

48.   

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

1556-6013

Computer Science, Theory & Methods

49.   

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

2162-237X

Computer Science, Theory & Methods

50.   

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

1045-9219

Computer Science, Theory & Methods

51.   

IET COMPUTERS AND DIGITAL TECHNIQUES

1751-8601

Computer Science, Theory & Methods

52.   

IET INFORMATION SECURITY

1751-8709

Computer Science, Theory & Methods

53.   

IMAGE AND VISION COMPUTING

0262-8856

Computer Science, Theory & Methods

54.   

INFORMATION AND COMPUTATION

0890-5401

Computer Science, Theory & Methods

55.   

INFORMATION FUSION

1566-2535

Computer Science, Theory & Methods

56.   

INFORMATION SYSTEMS FRONTIERS

1387-3326

Computer Science, Theory & Methods

57.   

INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION

1758-0366

Computer Science, Theory & Methods

58.   

INTERNATIONAL JOURNAL OF FOUNDATIONS OF COMPUTER SCIENCE

0129-0541

Computer Science, Theory & Methods

59.   

INTERNATIONAL JOURNAL OF GENERAL SYSTEMS

0308-1079

Computer Science, Theory & Methods

60.   

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

1094-3420

Computer Science, Theory & Methods

61.   

INTERNATIONAL JOURNAL OF INFORMATION SECURITY

1615-5262

Computer Science, Theory & Methods

62.   

INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING

0885-7458

Computer Science, Theory & Methods

63.   

INTERNATIONAL JOURNAL OF QUANTUM INFORMATION

0219-7499

Computer Science, Theory & Methods

64.   

INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

0020-7721

Computer Science, Theory & Methods

65.   

INTERNATIONAL JOURNAL OF UNCONVENTIONAL COMPUTING

1548-7199

Computer Science, Theory & Methods

66.   

JOURNAL OF BIG DATA

2196-1115

Computer Science, Theory & Methods

67.   

JOURNAL OF CELLULAR AUTOMATA

1557-5969

Computer Science, Theory & Methods

68.   

JOURNAL OF COMPUTATIONAL SCIENCE

1877-7503

Computer Science, Theory & Methods

69.   

JOURNAL OF COMPUTER AND SYSTEM SCIENCES

0022-0000

Computer Science, Theory & Methods

70.   

JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL

1064-2307

Computer Science, Theory & Methods

71.   

JOURNAL OF CRYPTOGRAPHIC ENGINEERING

2190-8508

Computer Science, Theory & Methods

72.   

JOURNAL OF CRYPTOLOGY

0933-2790

Computer Science, Theory & Methods

73.   

JOURNAL OF GRID COMPUTING

1570-7873

Computer Science, Theory & Methods

74.   

JOURNAL OF HEURISTICS

1381-1231

Computer Science, Theory & Methods

75.   

JOURNAL OF LOGICAL AND ALGEBRAIC METHODS IN PROGRAMMING

2352-2208

Computer Science, Theory & Methods

76.   

JOURNAL OF LOGIC AND COMPUTATION

0955-792X

Computer Science, Theory & Methods

77.   

JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING

1542-3980

Computer Science, Theory & Methods

78.   

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

0743-7315

Computer Science, Theory & Methods

79.   

JOURNAL OF SUPERCOMPUTING

0920-8542

Computer Science, Theory & Methods

80.   

JOURNAL OF SYMBOLIC COMPUTATION

0747-7171

Computer Science, Theory & Methods

81.   

JOURNAL OF SYSTEMS AND SOFTWARE

0164-1212

Computer Science, Theory & Methods

82.   

JOURNAL OF THE ACM

0004-5411

Computer Science, Theory & Methods

83.   

JOURNAL OF UNIVERSAL COMPUTER SCIENCE

0948-695X

Computer Science, Theory & Methods

84.   

JOURNAL OF WEB ENGINEERING

1540-9589

Computer Science, Theory & Methods

85.   

LOGICAL METHODS IN COMPUTER SCIENCE

1860-5974

Computer Science, Theory & Methods

86.   

MALAYSIAN JOURNAL OF COMPUTER SCIENCE

0127-9084

Computer Science, Theory & Methods

87.   

MATHEMATICAL STRUCTURES IN COMPUTER SCIENCE

0960-1295

Computer Science, Theory & Methods

88.   

MICROPROCESSORS AND MICROSYSTEMS

0141-9331

Computer Science, Theory & Methods

89.   

MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING

0923-6082

Computer Science, Theory & Methods

90.   

MULTIMEDIA SYSTEMS

0942-4962

Computer Science, Theory & Methods

91.   

MULTIMEDIA TOOLS AND APPLICATIONS

1380-7501

Computer Science, Theory & Methods

92.   

NATURAL COMPUTING

1567-7818

Computer Science, Theory & Methods

93.   

NEW GENERATION COMPUTING

0288-3635

Computer Science, Theory & Methods

94.   

PARALLEL COMPUTING

0167-8191

Computer Science, Theory & Methods

95.   

PEERJ COMPUTER SCIENCE

2376-5992

Computer Science, Theory & Methods

96.   

PERFORMANCE EVALUATION

0166-5316

Computer Science, Theory & Methods

97.   

PROBLEMS OF INFORMATION TRANSMISSION

0032-9460

Computer Science, Theory & Methods

98.   

PROCEEDINGS OF THE VLDB ENDOWMENT

2150-8097

Computer Science, Theory & Methods

99.   

QUANTUM INFORMATION & COMPUTATION

1533-7146

Computer Science, Theory & Methods

100.      

RAIRO-THEORETICAL INFORMATICS AND APPLICATIONS

0988-3754

Computer Science, Theory & Methods

101.      

REAL-TIME SYSTEMS

0922-6443

Computer Science, Theory & Methods

102.      

ROMANIAN JOURNAL OF INFORMATION SCIENCE AND TECHNOLOGY

1453-8245

Computer Science, Theory & Methods

103.      

SEMANTIC WEB

1570-0844

Computer Science, Theory & Methods

104.      

SIAM JOURNAL ON COMPUTING

0097-5397

Computer Science, Theory & Methods

105.      

STATISTICS AND COMPUTING

0960-3174

Computer Science, Theory & Methods

106.      

SWARM AND EVOLUTIONARY COMPUTATION

2210-6502

Computer Science, Theory & Methods

107.      

THEORETICAL COMPUTER SCIENCE

0304-3975

Computer Science, Theory & Methods

108.      

THEORY AND PRACTICE OF LOGIC PROGRAMMING

1471-0684

Computer Science, Theory & Methods

109.      

THEORY OF COMPUTING

1557-2862

Computer Science, Theory & Methods

110.      

THEORY OF COMPUTING SYSTEMS

1432-4350

 Computer Science, Theory & Methods

111.      

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

1942-4787

Computer Science, Theory & Methods