List Of Computer Science Theory & Methods Journals

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Key Areas of Performance Analysis in Computer Science Theory & Methods

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

S.no	Journal title	ISSN	Web of Science Categories
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

Best journals for Computer Science Theory & Methods

List Of High Impact Factor Computer Science Theory & Methods Journals

Important Research Topics