Allbwn ymchwil

Allbwn Ymchwil fesul blwyddyn 2006 2010 2013 2014 2015 2016 2023

• 22 Erthygl
• 19 Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)
• 6 Papur

Allbwn Ymchwil fesul blwyddyn

Allbwn Ymchwil fesul blwyddyn

Canlyniadau chwilio

• 2023

  Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification

  Han, M., Qu, Y., MacParthaláin, N., Shang, C., Yao, Z. & Shen, Q., 27 Gorff 2023, (E-gyhoeddi cyn argraffu) Yn: IEEE Transactions on Emerging Topics in Computational Intelligence. 14 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Rough Set 100%
  • Classification Models 20%
  • Experimental Result 20%
  • Benchmark 20%
  • Three-Way Decision 20%
  13 Wedi eu Llwytho i Lawr (Pure)
• 2022

  A systematic review of the prediction of hospital length of stay: Towards a unified framework

  Stone, K., Zwiggelaar, R., Jones, P., Mac Parthaláin, N. & Yoon, D. (gol.), 14 Ebr 2022, Yn: PLOS Digital Health. 1, 4, 38 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Unified Framework 100%
  • Survey 75%
  • Simulation Mode 75%
  • Research 50%
  • References 25%
  40 Wedi eu Llwytho i Lawr (Pure)
• 2021

  Feature grouping and selection: A graph-based approach

  Zheng, L., Chao, F., Parthaláin, N. M., Zhang, D. & Shen, Q., 06 Chwef 2021, Yn: Information Sciences. 546, t. 1256-1272 17 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Feature Selection 100%
  • Benchmark 33%
  • Classification Accuracy 33%
  • Performance Gain 33%
  • Evaluation 33%
  103 Wedi eu Llwytho i Lawr (Pure)
• 2020

  Fuzzy-Rough Set Bireducts for Data Reduction

  MacParthaláin, N., Jensen, R. & Diao, R., 31 Awst 2020, Yn: IEEE Transactions on Fuzzy Systems. 28, 8, t. 1840-1850 11 t., 8740984.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Data Analysis 100%
  • Rough Fuzzy Set 66%
  • Learning Method 66%
  • Classification (Machine Learning) 33%
  • Unlabeled Data 33%
  9 Dyfyniadau(SciVal)

  196 Wedi eu Llwytho i Lawr (Pure)
• 2019

  Effective instance selection using the fuzzy-rough lower approximation

  Jensen, R., Amiri, M. & Parthalain, N. M., 10 Hyd 2019, 2019 IEEE International Conference on Fuzzy Systems: FUZZ-IEEE. IEEE Press, 8858799. (IEEE International Conference on Fuzzy Systems; Cyfrol 2019).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Approximation (Algorithm) 100%
  • Instance Selection 100%
  • User 33%
  • Information Loss 33%
  • Classes 33%

• Predicting Hospital Length of Stay for Accident and Emergency Admissions

  Stone, K., Zwiggelaar, R., Jones, P. & MacParthaláin, N., 30 Awst 2019, t. 283-295. 13 t.

  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid

  • Hospital 100%
  • Length of Stay 80%
  • Prediction 60%
  • Hospitalization Cost 20%
  • Classifier 20%
  3 Dyfyniadau(SciVal)

• Weight selection strategies for ordered weighted average based fuzzy rough sets

  Vluymans, S., MacParthaláin, N., Cornelis, C. & Saeys, Y., 01 Hyd 2019, Yn: Information Sciences. 501, t. 155-171 17 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Rough Fuzzy Set 100%
  • Weighted Average 100%
  • Simulation Mode 75%
  • Operators 50%
  • User 25%
  25 Dyfyniadau(SciVal)

  134 Wedi eu Llwytho i Lawr (Pure)
• 2018

  Multi-functional nearest-neighbour classification

  Qu, Y., Shang, C., MacParthaláin, N., Wu, W. & Shen, Q., 01 Ebr 2018, Yn: Soft Computing. 22, 8, t. 2717-2730 14 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Nearest Neighbour 100%
  • Algorithms 20%
  • Experimental Result 10%
  • Roles 10%
  • Rough Set 10%
  8 Dyfyniadau(SciVal)

  105 Wedi eu Llwytho i Lawr (Pure)
• 2016

  A novel behavioral model of the pasture-based dairy cow from GPS data using data mining and machine learning techniques

  Williams, M., MacParthalain, N., Brewer, P., James, P. & Rose, M., 31 Maw 2016, Yn: Journal of Dairy Science. 99, 3, t. 2063-2075 13 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Grazing Land 100%
  • Grazing 100%
  • Behavior 100%
  • Dairy Cows 100%
  • Learning 66%
  180 Wedi eu Llwytho i Lawr (Pure)

• Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier

  Amiri, M., Jensen, R., Eftekhari, M. & MacParthaláin, N., 2016, 2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE). IEEE Press, t. 1934-1941 8 t. (IEEE International Fuzzy Systems Conference Proceedings).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Rough Fuzzy Set 100%
  • Data Instance 100%
  • Application 50%
  • User 25%
  • Driven Approach 25%
  5 Dyfyniadau(SciVal)

• Fixing the root node: Efficient tracking and detection of 3D human pose through local solutions

  Daubney, B., Xie, X., Deng, J., MacParthalain, N. & Zwiggelaar, R., 01 Awst 2016, Yn: Image and Vision Computing. 52, t. 73-87 14 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Pose Estimation 100%
  • Simulation Mode 100%
  • Modeling 50%
  • Search Space 50%
  • Kinematic Chain 50%
  131 Wedi eu Llwytho i Lawr (Pure)

• Fuzzy Rough Sets for Self-Labelling: an Exploratory Analysis

  Vluymans, S., MacParthaláin, N., Cornelis, C. & Saeys, Y., Gorff 2016, Fuzzy Rough Sets for Self-Labelling: an Exploratory Analysis.

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  Mynediad agored

  Ffeil
  185 Wedi eu Llwytho i Lawr (Pure)

• Handwritten Chinese character recognition using fuzzy image alignment

  Li, F., Shen, Q., MacParthalain, N. & Li, Y., 01 Awst 2016, Yn: Soft Computing. 20, 8, t. 2939–2949

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Simulation Mode 100%
  • Classification 75%
  • Image Alignment 50%
  • Feature Extraction 50%
  • Image Transformation 25%
  142 Wedi eu Llwytho i Lawr (Pure)

• Rough-fuzzy rule interpolation

  Chen, C., MacParthalain, N., Li, Y., Price, C., Quek, C. & Shen, Q., 10 Gorff 2016, Yn: Information Sciences. 351, t. 1-17 17 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Diseases 100%
  • Base 100%
  147 Wedi eu Llwytho i Lawr (Pure)
• 2015

  Discovering Fuzzy-Rough Reducts through Estimation of Distribution Algorithms

  Jensen, R. & MacParthalain, N., 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Yazici, A., Pal, NR., Kaymak, U., Martin, T., Ishibuchi, H., Lin, CT., Sousa, JMC. & Tutmez, B. (gol.). IEEE Press, t. 1-8 8 t. (IEEE International Fuzzy Systems Conference Proceedings).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Feature Selection 100%
  • Estimation of Distribution Algorithms 66%
  • Classification (Machine Learning) 33%
  • Information Loss 33%
  • Accuracy 33%

• Fuzzy-Rough Feature Selection using Flock of Starlings Optimisation

  MacParthalain, N. & Jensen, R., 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Yazici, A., Pal, NR., Kaymak, U., Martin, T., Ishibuchi, H., Lin, CT., Sousa, JMC. & Tutmez, B. (gol.). IEEE Press, 8 t. (IEEE International Fuzzy Systems Conference Proceedings).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Algorithm 100%
  • Algorithms 100%
  • Particle Swarm Optimization 66%
  • Feature Extraction 66%
  • Bird 66%

• Kernel-based fuzzy-rough nearest-neighbour classification for mammographic risk analysis

  Qu, Y., Shang, C., Shen, Q., MacParthalain, N. & Wu, W., 23 Mai 2015, Yn: International Journal of Fuzzy Systems. 17, 3, t. 471-483

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Classification 100%
  • Nearest Neighbour 66%
  • Evaluation 33%
  • Performance 33%
  • Neighbor Classification 33%
  196 Wedi eu Llwytho i Lawr (Pure)

• Semi-Supervised Fuzzy-Rough Feature Selection

  Jensen, R., Vluymans, S., MacParthalain, N., Cornelis, C. & Saeys, Y., 15 Rhag 2015, Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 15th International Conference, RSFDGrC. Yao, Y., Hu, Q., Yu, H. & Grzymala-Busse, J. W. (gol.). Springer Nature, t. 185-195 11 t. (Lecture Notes in Artificial Intelligence; Cyfrol 9437).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Feature Selection 100%
  • Rough Fuzzy Set 50%
  • Evaluation 25%
  • Data Instance 25%
  • Intractability 25%

• Towards scalable fuzzy–rough feature selection

  Jensen, R. & MacParthalain, N., 01 Rhag 2015, Yn: Information Sciences. 323, t. 1-15 15 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Ffeil

  • Feature Selection 100%
  • Rough Fuzzy Set 50%
  • Computational Effort 50%
  • Simulation Mode 50%
  • Approximation (Algorithm) 25%
  161 Wedi eu Llwytho i Lawr (Pure)
• 2014

  A fuzzy image congealing-based handwritten Chinese character recognition and classification system

  Li, F., Shen, Q., Li, Y. & MacParthalain, N., 2014, t. 1-8.

  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur › adolygiad gan gymheiriaid

  • Simulation Mode 100%
  • Classification 100%
  • Image Transformation 66%
  • Entropy 66%
  • Image Alignment 33%

• Facial expression recognition in dynamic sequences: An integrated approach

  Fang, H., MacParthalain, N., Aubrey, A. J., Tam, G. K. L., Borgo, R., Rosin, P. L., Grant, P. W., Marshall, D. & Chen, M., 31 Maw 2014, Yn: Pattern Recognition. 47, 3, t. 1271-1281 11 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  • Facial Expression 100%
  • Expression Recognition 75%
  • Video Sequences 50%
  • User 25%
  • Integrated Approach 25%

• Feature Grouping-Based Fuzzy-Rough Feature Selection

  Jensen, R., MacParthalain, N. & Cornelis, C., 2014, 2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE). NEW YORK: IEEE Press, t. 1488-1495 8 t. (IEEE International Fuzzy Systems Conference Proceedings).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Simulation Mode 100%
  • Large Data Set 66%
  • Evaluation 66%
  • Feature Selection 66%
  • Evaluation Metric 33%

• Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles

  Diao, R., MacParthalain, N., Jensen, R. & Shen, Q., 01 Ion 2014, IEEE International Conference on Fuzzy Systems. IEEE Press, t. 1504-1511 8 t. 6891819

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Rough Set Theory 100%
  • Classification (Machine Learning) 66%
  • Harmony Search 33%
  • Benchmark 33%
  • Candidate Solution 33%

• Nearest neighbour-based fuzzy-rough feature selection

  Jensen, R. & MacParthaláin, N. S., 01 Ion 2014, Rough Sets and Current Trends in Soft Computing: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Cornelis, C., Kryszkiewicz, M., Slezak, D., Menasalvas Ruiz, E., Bello, R. & Shang, L. (gol.). Springer Nature, Cyfrol 8536 LNAI. t. 35-46 12 t. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Cyfrol 8536 LNAI).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Feature Selection 100%
  • Evaluation Metric 50%
  • Complexity 50%
  • Computational Effort 50%
  • Simulation Mode 50%

• Short-term intra-subject variation in exhaled volatile organic compounds (VOCs) in COPD patients and healthy controls and its effect on disease classification

  Phillips, C., Parthaláin, N. M., Syed, Y., Deganello, D., Claypole, T. & Lewis, K., 09 Mai 2014, Yn: Metabolites. 4, 2, t. 300-318 19 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Mynediad agored

  Ffeil

  • Breathing 100%
  • Sample 88%
  • Volatile Organic Compound 55%
  • Chronic Obstructive Pulmonary Disease 55%
  • Chronic Obstructive Lung Disease 55%
  53 Wedi eu Llwytho i Lawr (Pure)
• 2013

  Dynamic feature selection with fuzzy-rough sets

  Diao, R., MacParthaláin, N. S. & Shen, Q., 2013, Proceedings of the 22nd International Conference on Fuzzy Systems. IEEE Press, t. 1-7 7 t.

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Feature Selection 100%
  • Rough Fuzzy Set 50%
  • Benchmark 25%
  • Real World 25%
  • Training Instance 25%

• Fuzzy-entropy based image congealing

  Parthaláin, N. M. & Strange, H., 08 Hyd 2013, FUZZ-IEEE 2013 - 2013 IEEE International Conference on Fuzzy Systems. 6622302. (IEEE International Conference on Fuzzy Systems).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Images 100%
  • Entropy 66%
  • Image Alignment 50%
  • Objective Function 33%
  • Alignment 33%

• Fuzzy similarity-based nearest-neighbour classification as alternatives to their fuzzy-rough parallels

  Qu, Y., Shen, Q., MacParthaláin, N. S., Shang, C. & Wu, W., Ion 2013, Yn: International Journal of Approximate Reasoning. 54, 1, t. 184-195 12 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  • Fuzzy 100%
  • Nearest Neighbour 72%
  • Rough Fuzzy Set 27%
  • Evaluation 27%
  • Classification 18%

• Simultaneous feature and instance selection using fuzzy-rough bireducts

  MacParthaláin, N. S. & Jensen, R., 07 Gorff 2013, Proceedings of the 22nd IEEE International Conference on Fuzzy Systems. IEEE Press

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  Mynediad agored

  Ffeil

  • Feature Selection 100%
  • Instance Selection 75%
  • Rule Induction 50%
  • Classification Accuracy 25%
  • Rough Set 25%
  164 Wedi eu Llwytho i Lawr (Pure)

• Unsupervised fuzzy-rough set-based dimensionality reduction

  MacParthaláin, N. S. & Jensen, R., 20 Ebr 2013, Yn: Information Sciences. 229, t. 106-121 16 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  • Rough Fuzzy Set 100%
  • Functions 100%
  • Domains 100%
  • Feature Selection 100%
  • Learning 100%
• 2012

  Machine learning methods on exhaled volatile organic compounds for distinguishing COPD patients from healthy controls

  Phillips, C. O., Syed, Y., MacParthaláin, N. S., Zwiggelaar, R., Claypole, T. C. & Lewis, K. E., Medi 2012, Yn: Journal of Breath Research. 6, 3, t. - 10 t., 036003.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  • Smoking 100%
  • Learning 40%
  • Sample 40%
  • Classification 40%
  • Spectroscopy 20%
• 2011

  Fuzzy-Rough Set based Semi-Supervised Learning

  MacParthalain, N. & Jensen, R., 06 Gorff 2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ). t. 2465-2472 7 t.

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  Ffeil

  • Rough Fuzzy Set 100%
  • Supervised Learning 50%
  • Unlabeled Data 50%
  • Real World 50%
  • Evaluation 50%
  148 Wedi eu Llwytho i Lawr (Pure)

• Kernel-Based Fuzzy-Rough Nearest Neighbour Classification

  Qu, Y., Shang, C., Shen, Q., MacParthaláin, N. S. & Wu, W., 06 Medi 2011, Proceedings of the 20th IEEE International Conference on Fuzzy Systems. IEEE Press, t. 1523-1529 7 t.

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  Ffeil

  • Rough Fuzzy Set 100%
  • Nearest Neighbour 75%
  • Kernel Method 50%
  • Roles 25%
  • Evaluation 25%
  190 Wedi eu Llwytho i Lawr (Pure)
• 2010

  A Distance Measure Approach to Exploring the Rough Set Boundary Region for Attribute Reduction

  MacParthaláin, N. S., Shen, Q. & Jensen, R., 01 Maw 2010, Yn: IEEE Transactions on Knowledge and Data Engineering. 22, 3, t. 306-317 12 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Ffeil

  • Feature Selection 100%
  • Boundary Region 66%
  • Approximation (Algorithm) 50%
  • Rough Set 50%
  • Visualization 16%
  202 Wedi eu Llwytho i Lawr (Pure)

• Extreme learning machine for mammographic rik analysis

  Qu, Y., Shen, Q., Mac Parthaláin, N. & Wu, W., 09 Tach 2010, 2010 UK Workshop on Computational Intelligence, UKCI 2010. 5625590. (2010 UK Workshop on Computational Intelligence, UKCI 2010).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  • Extreme Learning Machine 100%
  • Classification (Machine Learning) 33%
  • Classification Accuracy 16%
  • Trained Neural Network 16%
  • Accuracy 16%

• Extreme Learning Machine for Mammographic Risk Analysis

  Wu, W., Shen, Q., Qu, Y. & MacParthaláin, N. S., Medi 2010, Proceedings of the 2010 UK Workshop on Computational Intelligence. IEEE Press

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  Ffeil

  • Extreme Learning Machine 100%
  • Classification (Machine Learning) 20%
  • Classification Accuracy 20%
  • Trained Neural Network 20%
  • Accuracy 20%
  11 Wedi eu Llwytho i Lawr (Pure)

• Fuzzy-rough approaches for mammographic risk analysis

  MacParthaláin, N. S., Jensen, R., Shen, Q. & Zwiggelaar, R., 15 Maw 2010, Yn: Intelligent Data Analysis. 14, 2, t. 225-244 20 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Ffeil

  • Feature Selection 100%
  • Classification (Machine Learning) 66%
  • Classification Accuracy 66%
  • Rough Set 66%
  • Accuracy 66%
  157 Wedi eu Llwytho i Lawr (Pure)

• Machine learning techniques and mammographic risk assessment

  Mac Parthaláin, N. & Zwiggelaar, R., 21 Gorff 2010, Digital Mammography - 10th International Workshop, IWDM 2010, Proceedings. Martí, J., Oliver, A., Freixenet, J. & Martí, R. (gol.). t. 664-672 9 t. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Cyfrol 6136 LNCS).

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  Mynediad agored

  • Breasts 100%
  • Classification 66%
  • Learning 66%
  • Risk Assessment 66%
  • Weakness 66%

• Measures for unsupervised fuzzy-rough feature selection

  MacParthaláin, N. S. & Jensen, R., 2010, Yn: International Journal of Hybrid Intelligent Systems. 7, 4, t. 249-259 11 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Ffeil

  • Classes 100%
  • Functions 100%
  • Feature Selection 100%
  • Supervised Learning 50%
  • Predictive Accuracy 50%
  158 Wedi eu Llwytho i Lawr (Pure)

• On rough sets, their recent extensions, and applications

  MacParthaláin, N. S. & Shen, Q., Rhag 2010, Yn: Knowledge Engineering Review. 25, 4, t. 365-395 31 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Ffeil

  • Application 100%
  • Rough Set Theory 75%
  • Mining Pattern 25%
  • Pattern Recognition 25%
  • Typical Example 25%
  160 Wedi eu Llwytho i Lawr (Pure)
• 2009

  Exploring the Boundary Region of Tolerance Rough Sets for Feature Selection

  MacParthaláin, N. S. & Shen, Q., 01 Mai 2009, Yn: Pattern Recognition. 42, 5, t. 655-667 13 t.

  Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

  Ffeil

  • Rough Set 100%
  • Boundary Region 66%
  • Feature Selection 66%
  • Discretization 33%
  • Classification (Machine Learning) 33%
  163 Wedi eu Llwytho i Lawr (Pure)

• Measures for Unsupervised Fuzzy-Rough Feature Selection

  MacParthaláin, N. S. & Jensen, R., 30 Tach 2009, 9th International Conference on Intelligent Systems Design and Applications (ISDA'09) Event: Conference. 4 gol. IEEE Press, Cyfrol 7. t. 249-259 11 t.

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  Ffeil

  • Classes 100%
  • Feature Selection 100%
  • Functions 66%
  • Supervised Learning 33%
  • Predictive Accuracy 33%
  170 Wedi eu Llwytho i Lawr (Pure)
• 2008

  Finding Fuzzy-rough Reducts with Fuzzy Entropy

  MacParthaláin, N. S., Jensen, R. & Shen, Q., 01 Meh 2008, t. 1282-1288. 7 t.

  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

  Ffeil

  • Feature Selection 100%
  • Entropy 50%
  • Approximation (Algorithm) 25%
  • Prediction Performance 25%
  • Evaluation 25%
  126 Wedi eu Llwytho i Lawr (Pure)

• Rough and Fuzzy-rough methods for mammographic data analysis

  Shen, Q., MacParthaláin, N. S. & Jensen, R., 10 Medi 2008, Proceedings of the 8th Annual UK Workshop on Computational Intelligence.

  Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

  Ffeil

  • Breasts 100%
  • Tissues 60%
  • Classification 40%
  • Detection 40%
  • Accuracy 40%
  20 Wedi eu Llwytho i Lawr (Pure)
• 2007

  Distance Measure Assisted Rough Set Feature Selection

  Shen, Q., MacParthaláin, N. S. & Jensen, R., 23 Gorff 2007, t. 1084-1089. 6 t.

  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

  Ffeil

  • Feature Selection 100%
  • Rough Set 60%
  • Approximation (Algorithm) 40%
  • Functions 40%
  • Distance Metric 20%
  143 Wedi eu Llwytho i Lawr (Pure)
• 2006

  Comparing Fuzzy-Rough and Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection

  MacParthaláin, N. S., Shen, Q. & Jensen, R., 04 Medi 2006.

  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

  Ffeil

  • Feature Selection 100%
  • Feature Extraction 85%
  • Entropy 71%
  • Rough Set Theory 14%
  • Functions 14%
  13 Wedi eu Llwytho i Lawr (Pure)

• Fuzzy Entropy-Assisted Fuzzy-Rough Feature Selection

  MacParthaláin, N. S., Jensen, R. & Shen, Q., 26 Gorff 2006.

  Allbwn ymchwil: Cyfraniad at gynhadledd › Papur

  Ffeil

  • Feature Selection 100%
  • Entropy 40%
  • Classification Accuracy 20%
  • Prediction Performance 20%
  • Rough Set Theory 20%
  225 Wedi eu Llwytho i Lawr (Pure)