Best SCI Journals for Computer Science Artificial Intelligence

Best SCI Journals for Computer Science Artificial Intelligence which has high impact value are shared get your paper written from our team that attracts the reviewers. Our editor will emphasizes the originality and importance of your research in a concise and persuasive way, aligned with the specific requirements of the intended journal. So for a  hassle free research you can rely on our team.

Key Areas of Performance Analysis in AI

  1. Model Accuracy and Effectiveness
  • Classification Accuracy: Measure how accurately the AI model classifies data into predefined categories. Metrics include precision, recall, F1 score, and accuracy.
  • Regression Performance: Evaluate the performance of regression models using metrics like Mean Absolute Error (MAE), Mean Squared Error (MSE), and R-squared.
  • Error Analysis: Analyze the types and sources of errors made by the AI model to understand where improvements are needed.
  • Confusion Matrix: Use confusion matrices to visualize the performance of classification models by showing true positives, true negatives, false positives, and false negatives.
  1. Efficiency and Speed
  • Inference Time: Measure the time it takes for the AI model to make predictions or decisions on new data. This is critical for real-time applications.
  • Training Time: Assess how long it takes to train the AI model using the dataset. This includes evaluating the time required for each epoch and the overall training duration.
  • Resource Consumption: Analyze the computational resources (CPU, GPU, memory) used during model training and inference. This helps in understanding the efficiency of the AI model.
  1. Scalability
  • Data Scalability: Evaluate how well the AI model performs as the size of the dataset increases. Assess if the model can handle large-scale data efficiently.
  • Model Scalability: Analyze how the model’s performance scales with the complexity of the problem, such as increasing the number of parameters or layers in neural networks.
  • Distributed Training: Assess the performance of models when trained across multiple machines or using distributed computing frameworks. This includes evaluating the communication overhead and synchronization efficiency.
  1. Robustness and Stability
  • Adversarial Robustness: Test the AI model’s resilience to adversarial attacks or perturbations in the input data that may cause incorrect predictions.
  • Generalization: Evaluate how well the AI model generalizes to unseen data that was not part of the training set. This involves checking for overfitting or underfitting.
  • Stability: Assess the consistency of the model’s performance across different runs or environments. This includes evaluating the variability in performance due to random initialization or training data shuffling.
  1. Resource Utilization
  • Memory Usage: Analyze the amount of memory consumed by the AI model during training and inference. This includes both RAM and GPU memory usage.
  • CPU/GPU Utilization: Measure the utilization of computational resources like CPUs and GPUs to understand how efficiently the model leverages available hardware.
  • Disk I/O: Assess the disk read/write operations involved in loading datasets, saving model checkpoints, and storing intermediate results.
  1. Model Complexity
  • Parameter Count: Evaluate the number of parameters in the AI model, which affects its capacity and computational requirements.
  • Model Size: Analyze the size of the trained model in terms of storage requirements. This is important for deployment on resource-constrained devices.
  • Algorithmic Complexity: Assess the complexity of the algorithms used in training and inference, including time complexity and space complexity.
  1. User Experience and Application Performance
  • Response Time: Measure the time it takes for the AI application to provide feedback or results to users. This is crucial for interactive applications.
  • Integration Performance: Evaluate how well the AI model integrates with other components of the application or system. This includes assessing the impact on overall system performance.
  • Real-Time Processing: For applications requiring real-time processing, analyze the model’s ability to handle live data streams and provide timely predictions.
  1. Scalability and Deployment
  • Deployment Efficiency: Assess how efficiently the model can be deployed to different environments, such as cloud platforms, edge devices, or mobile devices.
  • Latency in Production: Measure the latency of the AI model in production environments, considering network delays, server load, and other factors.
  • Load Testing: Simulate high loads or large volumes of requests to evaluate how the AI model performs under stress or high demand.
  1. Energy Consumption
  • Power Efficiency: Evaluate the energy consumption of the AI model, particularly for large-scale models or deployments on mobile and edge devices.
  • Energy Optimization: Implement and analyze techniques to reduce the energy consumption of the AI model, such as model pruning, quantization, or efficient hardware usage.
  1. Explainability and Interpretability
  • Model Transparency: Assess the extent to which the AI model’s decision-making process can be understood and interpreted by humans.
  • Feature Importance: Analyze how different input features contribute to the model’s predictions, providing insights into the model’s behavior.

List Of High Impact Factor Computer Science Artificial Intelligence Journals

List Of High Impact Factor Computer Science Artificial Intelligence Journals are shared below sometimes, manuscripts get rejected because they don’t fit the journal’s focus. To boost your chances of getting accepted, our publication team will look over your research and suggest journals that match what you want to achieve with your publication. So get in touch with our team we will help you out.

S.no

Journal title

ISSN

Subject Name

1.      

ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING

2375-4699

Computer Science, Artificial Intelligence

2.      

ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS

1556-4665

Computer Science, Artificial Intelligence

3.      

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

2157-6904

Computer Science, Artificial Intelligence

4.      

ACM TRANSACTIONS ON INTERACTIVE INTELLIGENT SYSTEMS

2160-6455

Computer Science, Artificial Intelligence

5.      

ADAPTIVE BEHAVIOR

1059-7123

Computer Science, Artificial Intelligence

6.      

dima

1474-0346

Computer Science, Artificial Intelligence

7.      

ADVANCED INTELLIGENT SYSTEMS

2640-4567

Computer Science, Artificial Intelligence

8.      

ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING

1582-7445

Computer Science, Artificial Intelligence

9.      

AI COMMUNICATIONS

0921-7126

Computer Science, Artificial Intelligence

10.   

AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING

0890-0604

Computer Science, Artificial Intelligence

11.   

AI MAGAZINE

0738-4602

Computer Science, Artificial Intelligence

12.   

ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE

1012-2443

Computer Science, Artificial Intelligence

13.   

APPLIED ARTIFICIAL INTELLIGENCE

0883-9514

Computer Science, Artificial Intelligence

14.   

APPLIED INTELLIGENCE

0924-669X

Computer Science, Artificial Intelligence

15.   

APPLIED ONTOLOGY

1570-5838

Computer Science, Artificial Intelligence

16.   

APPLIED SOFT COMPUTING

1568-4946

Computer Science, Artificial Intelligence

17.   

ARTIFICIAL INTELLIGENCE

0004-3702

Computer Science, Artificial Intelligence

18.   

ARTIFICIAL INTELLIGENCE AND LAW

0924-8463

Computer Science, Artificial Intelligence

19.   

ARTIFICIAL INTELLIGENCE IN MEDICINE

0933-3657

Computer Science, Artificial Intelligence

20.   

ARTIFICIAL INTELLIGENCE REVIEW

0269-2821

Computer Science, Artificial Intelligence

21.   

ARTIFICIAL LIFE

1064-5462

Computer Science, Artificial Intelligence

22.   

AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS

1387-2532

Computer Science, Artificial Intelligence

23.   

AUTONOMOUS ROBOTS

0929-5593

Computer Science, Artificial Intelligence

24.   

BIG DATA RESEARCH

2214-5796

Computer Science, Artificial Intelligence

25.   

CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY

2468-6557

Computer Science, Artificial Intelligence

26.   

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

0169-7439

Computer Science, Artificial Intelligence

27.   

COGNITIVE COMPUTATION

1866-9956

Computer Science, Artificial Intelligence

28.   

COGNITIVE SYSTEMS RESEARCH

2214-4366

Computer Science, Artificial Intelligence

29.   

COMPLEX & INTELLIGENT SYSTEMS

2199-4536

Computer Science, Artificial Intelligence

30.   

COMPUTATIONAL INTELLIGENCE

0824-7935

Computer Science, Artificial Intelligence

31.   

COMPUTATIONAL LINGUISTICS

0891-2017

Computer Science, Artificial Intelligence

32.   

COMPUTER SPEECH AND LANGUAGE

0885-2308

Computer Science, Artificial Intelligence

33.   

COMPUTER VISION AND IMAGE UNDERSTANDING

1077-3142

Computer Science, Artificial Intelligence

34.   

COMPUTING AND INFORMATICS

1335-9150

Computer Science, Artificial Intelligence

35.   

CONNECTION SCIENCE

0954-0091

Computer Science, Artificial Intelligence

36.   

CONSTRAINTS

1383-7133

Computer Science, Artificial Intelligence

37.   

DATA & KNOWLEDGE ENGINEERING

0169-023X

Computer Science, Artificial Intelligence

38.   

DATA MINING AND KNOWLEDGE DISCOVERY

1384-5810

Computer Science, Artificial Intelligence

39.   

DECISION SUPPORT SYSTEMS

0167-9236

Computer Science, Artificial Intelligence

40.   

EGYPTIAN INFORMATICS JOURNAL

1110-8665

Computer Science, Artificial Intelligence

41.   

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

0952-1976

Computer Science, Artificial Intelligence

42.   

EVOLUTIONARY COMPUTATION

1063-6560

Computer Science, Artificial Intelligence

43.   

EVOLVING SYSTEMS

1868-6478

Computer Science, Artificial Intelligence

44.   

EXPERT SYSTEMS

0266-4720

Computer Science, Artificial Intelligence

45.   

EXPERT SYSTEMS WITH APPLICATIONS

0957-4174

Computer Science, Artificial Intelligence

46.   

FRONTIERS IN NEUROROBOTICS

1662-5218

Computer Science, Artificial Intelligence

47.   

FUZZY OPTIMIZATION AND DECISION MAKING

1568-4539

Computer Science, Artificial Intelligence

48.   

GENETIC PROGRAMMING AND EVOLVABLE MACHINES

1389-2576

Computer Science, Artificial Intelligence

49.   

IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE

1556-603X

Computer Science, Artificial Intelligence

50.   

IEEE INTELLIGENT SYSTEMS

1541-1672

Computer Science, Artificial Intelligence

51.   

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING

1949-3045

Computer Science, Artificial Intelligence

52.   

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS

2379-8920

Computer Science, Artificial Intelligence

53.   

IEEE TRANSACTIONS ON CYBERNETICS

2168-2267

Computer Science, Artificial Intelligence

54.   

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

2471-285X

Computer Science, Artificial Intelligence

55.   

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

1089-778X

Computer Science, Artificial Intelligence

56.   

IEEE TRANSACTIONS ON FUZZY SYSTEMS

1063-6706

Computer Science, Artificial Intelligence

57.   

IEEE TRANSACTIONS ON GAMES

2475-1502

Computer Science, Artificial Intelligence

58.   

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS

2168-2291

Computer Science, Artificial Intelligence

59.   

IEEE TRANSACTIONS ON IMAGE PROCESSING

1057-7149

Computer Science, Artificial Intelligence

60.   

IEEE TRANSACTIONS ON INTELLIGENT VEHICLES

2379-8858

Computer Science, Artificial Intelligence

61.   

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

1041-4347

Computer Science, Artificial Intelligence

62.   

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

2162-237X

Computer Science, Artificial Intelligence

63.   

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

0162-8828

Computer Science, Artificial Intelligence

64.   

IET BIOMETRICS

2047-4938

Computer Science, Artificial Intelligence

65.   

IET COMPUTER VISION

1751-9632

Computer Science, Artificial Intelligence

66.   

IET IMAGE PROCESSING

1751-9659

Computer Science, Artificial Intelligence

67.   

IMAGE AND VISION COMPUTING

0262-8856

Computer Science, Artificial Intelligence

68.   

INFORMATION FUSION

1566-2535

Computer Science, Artificial Intelligence

69.   

INFORMATION TECHNOLOGY AND CONTROL

1392-124X

Computer Science, Artificial Intelligence

70.   

INTEGRATED COMPUTER-AIDED ENGINEERING

1069-2509

Computer Science, Artificial Intelligence

71.   

INTELLIGENT AUTOMATION AND SOFT COMPUTING

1079-8587

Computer Science, Artificial Intelligence

72.   

INTELLIGENT DATA ANALYSIS

1088-467X

Computer Science, Artificial Intelligence

73.   

INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY

1683-3198

Computer Science, Artificial Intelligence

74.   

INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE

1641-876X

Computer Science, Artificial Intelligence

75.   

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

0888-613X

Computer Science, Artificial Intelligence

76.   

INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION

1758-0366

Computer Science, Artificial Intelligence

77.   

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS

1875-6891

Computer Science, Artificial Intelligence

78.   

INTERNATIONAL JOURNAL OF COMPUTER VISION

0920-5691

Computer Science, Artificial Intelligence

79.   

INTERNATIONAL JOURNAL OF FUZZY SYSTEMS

1562-2479

Computer Science, Artificial Intelligence

80.   

INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

0219-6220

Computer Science, Artificial Intelligence

81.   

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

0884-8173

Computer Science, Artificial Intelligence

82.   

INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE

1989-1660

Computer Science, Artificial Intelligence

83.   

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

1868-8071

Computer Science, Artificial Intelligence

84.   

INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL

2192-6611

Computer Science, Artificial Intelligence

85.   

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

0129-0657

Computer Science, Artificial Intelligence

86.   

INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

0218-0014

Computer Science, Artificial Intelligence

87.   

INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

0218-1940

Computer Science, Artificial Intelligence

88.   

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS

0218-4885

Computer Science, Artificial Intelligence

89.   

INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS

0218-2130

Computer Science, Artificial Intelligence

90.   

INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION

1433-2833

Computer Science, Artificial Intelligence

91.   

INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS

1552-6283

Computer Science, Artificial Intelligence

92.   

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING

1868-5137

Computer Science, Artificial Intelligence

93.   

JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS

1876-1364

Computer Science, Artificial Intelligence

94.   

JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH

2083-2567

Computer Science, Artificial Intelligence

95.   

JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

1076-9757

Computer Science, Artificial Intelligence

96.   

JOURNAL OF AUTOMATED REASONING

0168-7433

Computer Science, Artificial Intelligence

97.   

JOURNAL OF CHEMOMETRICS

0886-9383

Computer Science, Artificial Intelligence

98.   

JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL

1064-2307

Computer Science, Artificial Intelligence

99.   

JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE

0952-813X

Computer Science, Artificial Intelligence

100.      

JOURNAL OF HEURISTICS

1381-1231

Computer Science, Artificial Intelligence

101.      

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

1064-1246

Computer Science, Artificial Intelligence

102.      

JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

0925-9902

Computer Science, Artificial Intelligence

103.      

JOURNAL OF INTELLIGENT MANUFACTURING

0956-5515

Computer Science, Artificial Intelligence

104.      

JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

0921-0296

Computer Science, Artificial Intelligence

105.      

JOURNAL OF LOGIC LANGUAGE AND INFORMATION

0925-8531

Computer Science, Artificial Intelligence

106.      

JOURNAL OF MACHINE LEARNING RESEARCH

1532-4435

Computer Science, Artificial Intelligence

107.      

JOURNAL OF MATHEMATICAL IMAGING AND VISION

0924-9907

Computer Science, Artificial Intelligence

108.      

JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING

1542-3980

Computer Science, Artificial Intelligence

109.      

JOURNAL OF REAL-TIME IMAGE PROCESSING

1861-8200

Computer Science, Artificial Intelligence

110.      

JOURNAL OF WEB SEMANTICS

1570-8268

Computer Science, Artificial Intelligence

111.      

JOURNAL ON MULTIMODAL USER INTERFACES

1783-7677

Computer Science, Artificial Intelligence

112.      

KNOWLEDGE AND INFORMATION SYSTEMS

0219-1377

Computer Science, Artificial Intelligence

113.      

KNOWLEDGE-BASED SYSTEMS

0950-7051

Computer Science, Artificial Intelligence

114.      

KNOWLEDGE ENGINEERING REVIEW

0269-8889

Computer Science, Artificial Intelligence

115.      

MACHINE LEARNING

0885-6125

Computer Science, Artificial Intelligence

116.      

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

2632-2153

Computer Science, Artificial Intelligence

117.      

MACHINE VISION AND APPLICATIONS

0932-8092

Computer Science, Artificial Intelligence

118.      

MALAYSIAN JOURNAL OF COMPUTER SCIENCE

0127-9084

Computer Science, Artificial Intelligence

119.      

MEDICAL IMAGE ANALYSIS

1361-8415

Computer Science, Artificial Intelligence

120.      

MEMETIC COMPUTING

1865-9284

Computer Science, Artificial Intelligence

121.      

MINDS AND MACHINES

0924-6495

Computer Science, Artificial Intelligence

122.      

NATURAL COMPUTING

1567-7818

Computer Science, Artificial Intelligence

123.      

NATURAL LANGUAGE ENGINEERING

1351-3249

Computer Science, Artificial Intelligence

124.      

NATURE MACHINE INTELLIGENCE

2522-5839

Computer Science, Artificial Intelligence

125.      

NETWORK-COMPUTATION IN NEURAL SYSTEMS

0954-898X

Computer Science, Artificial Intelligence

126.      

NEURAL COMPUTATION

0899-7667

Computer Science, Artificial Intelligence

127.      

NEURAL COMPUTING & APPLICATIONS

0941-0643

Computer Science, Artificial Intelligence

128.      

NEURAL NETWORKS

0893-6080

Computer Science, Artificial Intelligence

129.      

NEURAL NETWORK WORLD

1210-0552

Computer Science, Artificial Intelligence

130.      

NEURAL PROCESSING LETTERS

1370-4621

Computer Science, Artificial Intelligence

131.      

NEUROCOMPUTING

0925-2312

Computer Science, Artificial Intelligence

132.      

PATTERN ANALYSIS AND APPLICATIONS

1433-7541

Computer Science, Artificial Intelligence

133.      

PATTERN RECOGNITION

0031-3203

Computer Science, Artificial Intelligence

134.      

PATTERN RECOGNITION LETTERS

0167-8655

Computer Science, Artificial Intelligence

135.      

PEERJ COMPUTER SCIENCE

2376-5992

Computer Science, Artificial Intelligence

136.      

ROBOTICS AND AUTONOMOUS SYSTEMS

0921-8890

Computer Science, Artificial Intelligence

137.      

SEMANTIC WEB

1570-0844

Computer Science, Artificial Intelligence

138.      

SIAM JOURNAL ON IMAGING SCIENCES

1936-4954

Computer Science, Artificial Intelligence

139.      

SOFT COMPUTING

1432-7643

Computer Science, Artificial Intelligence

140.      

STATISTICAL ANALYSIS AND DATA MINING

1932-1864

Computer Science, Artificial Intelligence

141.      

SWARM AND EVOLUTIONARY COMPUTATION

2210-6502

Computer Science, Artificial Intelligence

142.      

SWARM INTELLIGENCE

1935-3812

Computer Science, Artificial Intelligence

143.      

TRAITEMENT DU SIGNAL

0765-0019

Computer Science, Artificial Intelligence

144.      

TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS

 

Computer Science, Artificial Intelligence

145.      

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES

1300-0632

Computer Science, Artificial Intelligence

146.      

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

1942-4787

Computer Science, Artificial Intelligence