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Akito Monden
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Publications
- 2019
- [j23]Kwabena Ebo Bennin, Jacky W. Keung, Akito Monden:
On the relative value of data resampling approaches for software defect prediction. Empir. Softw. Eng. 24(2): 602-636 (2019) - 2018
- [j21]Kwabena Ebo Bennin, Jacky Keung, Passakorn Phannachitta, Akito Monden, Solomon Mensah:
MAHAKIL: Diversity Based Oversampling Approach to Alleviate the Class Imbalance Issue in Software Defect Prediction. IEEE Trans. Software Eng. 44(6): 534-550 (2018) - [c76]Kwabena Ebo Bennin, Jacky Keung, Passakorn Phannachitta, Akito Monden, Solomon Mensah:
MAHAKIL: diversity based oversampling approach to alleviate the class imbalance issue in software defect prediction. ICSE 2018: 699 - 2017
- [j20]Passakorn Phannachitta, Jacky Keung, Akito Monden, Kenichi Matsumoto:
A stability assessment of solution adaptation techniques for analogy-based software effort estimation. Empir. Softw. Eng. 22(1): 474-504 (2017) - [c75]Kwabena Ebo Bennin, Jacky Keung, Akito Monden:
Impact of the Distribution Parameter of Data Sampling Approaches on Software Defect Prediction Models. APSEC 2017: 630-635 - [c74]Kwabena Ebo Bennin, Jacky Keung, Akito Monden, Passakorn Phannachitta, Solomon Mensah:
The Significant Effects of Data Sampling Approaches on Software Defect Prioritization and Classification. ESEM 2017: 364-373 - 2016
- [j15]Passakorn Phannachitta, Akito Monden, Jacky W. Keung, Ken-ichi Matsumoto:
LSA-X: Exploiting Productivity Factors in Linear Size Adaptation for Analogy-Based Software Effort Estimation. IEICE Trans. Inf. Syst. 99-D(1): 151-162 (2016) - [c68]Passakorn Phannachitta, Jacky W. Keung, Kwabena Ebo Bennin, Akito Monden, Kenichi Matsumoto:
Filter-INC: Handling Effort-Inconsistency in Software Effort Estimation Datasets. APSEC 2016: 185-192 - [c67]Kwabena Ebo Bennin, Jacky W. Keung, Akito Monden, Yasutaka Kamei, Naoyasu Ubayashi:
Investigating the Effects of Balanced Training and Testing Datasets on Effort-Aware Fault Prediction Models. COMPSAC 2016: 154-163 - [c65]Kwabena Ebo Bennin, Koji Toda, Yasutaka Kamei, Jacky Keung, Akito Monden, Naoyasu Ubayashi:
Empirical Evaluation of Cross-Release Effort-Aware Defect Prediction Models. QRS 2016: 214-221 - 2015
- [c62]Passakorn Phannachitta, Akito Monden, Jacky W. Keung, Ken-ichi Matsumoto:
Case consistency: a necessary data quality property for software engineering data sets. EASE 2015: 19:1-19:10 - 2014
- [c54]Passakorn Phannachitta, Jacky Keung, Akito Monden, Ken-ichi Matsumoto:
Scaling up analogy-based software effort estimation: a comparison of multiple hadoop implementation schemes. InnoSWDev@SIGSOFT FSE 2014: 65-72 - 2013
- [c52]Passakorn Phannachitta, Jacky Keung, Akito Monden, Ken-ichi Matsumoto:
Improving Analogy-Based Software Cost Estimation through Probabilistic-Based Similarity Measures. APSEC (1) 2013: 541-546 - 2012
- [c48]Akinori Ihara, Yasutaka Kamei, Akito Monden, Masao Ohira, Jacky Wai Keung, Naoyasu Ubayashi, Ken-ichi Matsumoto:
An Investigation on Software Bug-Fix Prediction for Open Source Software Projects - A Case Study on the Eclipse Project. APSEC Workshops 2012: 112-119 - [c47]Masateru Tsunoda, Akito Monden, Jacky Wai Keung, Ken-ichi Matsumoto:
Incorporating Expert Judgment into Regression Models of Software Effort Estimation. APSEC 2012: 374-379 - [c46]Akito Monden, Jacky Wai Keung, Shuji Morisaki, Yasutaka Kamei, Ken-ichi Matsumoto:
A Heuristic Rule Reduction Approach to Software Fault-proneness Prediction. APSEC 2012: 838-847 - 2008
- [c31]Yasutaka Kamei, Jacky Wai Keung, Akito Monden, Ken-ichi Matsumoto:
An over-sampling method for analogy-based software effort estimation. ESEM 2008: 312-314
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