- A Comprehensive Analysis of Synthetic Minority Oversampling Technique (SMOTE) for handling class imbalance
2019/07/19 by Dina Elreedy, Amir F. Atiya · 37 citations
Computer Science · Decision Sciences · Engineering · Mathematics · #Advanced Statistical Process Monitoring #Artificial intelligence #Bandwidth (computing) #Class (philosophy) #Computer science #Data mining #Economic shortage #Electricity Theft Detection Techniques #Imbalanced Data Classification Techniques #Machine learning #Mathematics #Oversampling #Point (geometry) #Set (abstract data type)
- Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE
2018/06/28 by Georgios Douzas, Fernando Bacao, Fernando Bação +1 · 39 citations
Computer Science · Engineering · #Algorithm #Anomaly Detection Techniques and Applications #Artificial intelligence #Bandwidth (computing) #Class (philosophy) #Classifier (UML) #Cluster analysis #Computer science #Data mining #Electricity Theft Detection Techniques #Heuristic #Imbalanced Data Classification Techniques #Machine learning #Noise (video) #Oversampling #Python (programming language)
- A 2.9–4.0-GHz Fractional-N Digital PLL With Bang-Bang Phase Detector and 560-\rm fs\rm rms Integrated Jitter at 4.5-mW Power
2011/09/01 by Davide Tasca, Marco Zanuso, Giovanni Marzin +3 · 23 citations
Engineering · #Advancements in PLL and VCO Technologies #Analog and Mixed-Signal Circuit Design #CMOS #Direct digital synthesizer #Electrical engineering #Electronic engineering #Engineering #Frequency synthesizer #Jitter #Optics #Optoelectronics #Oversampling #PLL multibit #Phase noise #Phase-locked loop #Photonic and Optical Devices #Physics #dBc
- A multiple modulator fractional divider
1991/06/01 by B. Miller, Brian Miller, R.J. Conley · 1 citation
Engineering · Mathematics · #Advancements in PLL and VCO Technologies #CMOS #Electrical engineering #Electronic engineering #Engineering #Fractional calculus #Frequency divider #Mathematics #Oversampling #Phase noise #Phase-locked loop #Photonic and Optical Devices #Physics #Quantum mechanics #Semiconductor Lasers and Optical Devices #Voltage #Voltage-controlled oscillator