D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 59 Citations 11,177 314 World Ranking 1618 National Ranking 901

Research.com Recognitions

Awards & Achievements

2009 - ACM Senior Member

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Machine learning
  • Statistics

The scientist’s investigation covers issues in Artificial intelligence, Pattern recognition, Data mining, Machine learning and Convolutional neural network. His research in Artificial intelligence intersects with topics in Field, Myocardial infarction and Atrial fibrillation. While the research belongs to areas of Pattern recognition, Hamido Fujita spends his time largely on the problem of Approximate entropy, intersecting his research to questions surrounding Infarction.

His Data mining study which covers Information system that intersects with Transformation, Transaction data and Soft set. His Machine learning research includes themes of Data flow diagram and Internet users, The Internet, Email spam. His Convolutional neural network study combines topics in areas such as Ecg signal and Internal medicine, Ventricular fibrillation, Cardiology.

His most cited work include:

  • Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals (340 citations)
  • Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network (287 citations)
  • An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems (240 citations)

What are the main themes of his work throughout his whole career to date?

Artificial intelligence, Data mining, Machine learning, Pattern recognition and Fuzzy logic are his primary areas of study. The Artificial intelligence study combines topics in areas such as Computer vision and Natural language processing. The concepts of his Data mining study are interwoven with issues in Structure, Set, Information system and Data set.

His Fuzzy logic research incorporates themes from Mathematical optimization, Group decision-making and Medical diagnosis. His Rough set research is multidisciplinary, incorporating perspectives in Relation and Reduction. His studies in Sentiment analysis integrate themes in fields like Sentence and Naive Bayes classifier.

He most often published in these fields:

  • Artificial intelligence (59.25%)
  • Data mining (23.35%)
  • Machine learning (20.48%)

What were the highlights of his more recent work (between 2020-2021)?

  • Artificial intelligence (59.25%)
  • Fuzzy logic (17.62%)
  • Degree (6.61%)

In recent papers he was focusing on the following fields of study:

Hamido Fujita mostly deals with Artificial intelligence, Fuzzy logic, Degree, Computer vision and Natural language processing. He has included themes like Field and Machine learning in his Artificial intelligence study. His Multivariate statistics, Cluster analysis and Decision tree study, which is part of a larger body of work in Machine learning, is frequently linked to Distress, bridging the gap between disciplines.

His research integrates issues of Mathematical optimization and Multicriteria decision in his study of Fuzzy logic. His Degree study incorporates themes from Ranking, Pythagorean fuzzy sets and Group decision-making. His work on Pose as part of general Computer vision research is frequently linked to Recoil, bridging the gap between disciplines.

Between 2020 and 2021, his most popular works were:

  • CMC: A consensus multi-view clustering model for predicting Alzheimer's disease progression. (6 citations)
  • A novel fuzzy rough set model with fuzzy neighborhood operators (6 citations)
  • A novel fuzzy rough set model with fuzzy neighborhood operators (6 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Machine learning
  • Statistics

Hamido Fujita mainly focuses on Artificial intelligence, Deep learning, Ranking, Image and Class. His Artificial intelligence research focuses on Machine learning and how it relates to Representation. The various areas that he examines in his Deep learning study include Language model, Conditional random field, Natural language processing and Word.

Hamido Fujita combines subjects such as Advice, Social network, Degree, Relation and Rule-based machine translation with his study of Ranking. His Image research is multidisciplinary, incorporating elements of Training set, Pattern recognition, MNIST database, Source code and Entropy. His biological study spans a wide range of topics, including Process, State and One-class classification.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

U. Rajendra Acharya;U. Rajendra Acharya;U. Rajendra Acharya;Hamido Fujita;Shu Lih Oh;Yuki Hagiwara.
Information Sciences (2017)

323 Citations

Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network

U. Rajendra Acharya;Hamido Fujita;Oh Shu Lih;Yuki Hagiwara.
Information Sciences (2017)

291 Citations

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems

Hossam Faris;Majdi M. Mafarja;Ali Asghar Heidari;Ibrahim Aljarah.
Knowledge Based Systems (2018)

284 Citations

Consensus Reaching in Social Network Group Decision Making: Research Paradigms and Challenges

Yucheng Dong;Quanbo Zha;Hengjie Zhang;Gang Kou.
Knowledge Based Systems (2018)

243 Citations

A visual interaction consensus model for social network group decision making with trust propagation

Jian Wu;Francisco Chiclana;Hamido Fujita;Enrique Herrera-Viedma.
Knowledge Based Systems (2017)

230 Citations

Automated detection of coronary artery disease using different durations of ECG segments with convolutional neural network

U. Rajendra Acharya;U. Rajendra Acharya;U. Rajendra Acharya;Hamido Fujita;Oh Shu Lih;Muhammad Adam.
Knowledge Based Systems (2017)

209 Citations

Fuzzy Group Decision Making With Incomplete Information Guided by Social Influence

Nicola Capuano;Francisco Chiclana;Hamido Fujita;Enrique Herrera-Viedma.
IEEE Transactions on Fuzzy Systems (2018)

202 Citations

Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images

U Raghavendra;Hamido Fujita;Sulatha V Bhandary;Anjan Gudigar.
Information Sciences (2018)

201 Citations

Imbalanced enterprise credit evaluation with DTE-SBD

Jie Sun;Jie Lang;Hamido Fujita;Hui Li.
Information Sciences (2018)

187 Citations

Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals

U Rajendra Acharya;Hamido Fujita;Muhammad Adam;Oh Shu Lih.
Information Sciences (2017)

174 Citations

Editorial Boards

Applied Intelligence
(Impact Factor: 5.019)

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Best Scientists Citing Hamido Fujita

U. Rajendra Acharya

U. Rajendra Acharya

Ngee Ann Polytechnic

Publications: 339

Enrique Herrera-Viedma

Enrique Herrera-Viedma

University of Granada

Publications: 108

Witold Pedrycz

Witold Pedrycz

University of Alberta

Publications: 78

Ali Asghar Heidari

Ali Asghar Heidari

National University of Singapore

Publications: 76

Zeshui Xu

Zeshui Xu

Sichuan University

Publications: 76

Jerry Chun-Wei Lin

Jerry Chun-Wei Lin

Western Norway University of Applied Sciences

Publications: 68

Francisco Chiclana

Francisco Chiclana

De Montfort University

Publications: 62

Philippe Fournier-Viger

Philippe Fournier-Viger

Harbin Institute of Technology

Publications: 54

Francisco Herrera

Francisco Herrera

University of Granada

Publications: 53

Le Hoang Son

Le Hoang Son

Vietnam National University, Hanoi

Publications: 46

Yucheng Dong

Yucheng Dong

Sichuan University

Publications: 43

Huiling Chen

Huiling Chen

Wenzhou University

Publications: 38

Philip S. Yu

Philip S. Yu

University of Illinois at Chicago

Publications: 33

Hossam Faris

Hossam Faris

University of Jordan

Publications: 32

Ibrahim Aljarah

Ibrahim Aljarah

University of Jordan

Publications: 30

Huchang Liao

Huchang Liao

Sichuan University

Publications: 29

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