Alberto Cano

Best Publications

• Early dropout prediction using data mining: a case study with high school students

  Carlos Márquez-Vera;Alberto Cano;Cristobal Romero;Amin Yousef Mohammad Noaman

  351
  Citations

• Predicting student failure at school using genetic programming and different data mining approaches with high dimensional and imbalanced data

  Carlos Márquez-Vera;Alberto Cano;Cristóbal Romero;Sebastián Ventura

  274
  Citations

• Kappa Updated Ensemble for drifting data stream mining

  Alberto Cano;Bartosz Krawczyk

  170
  Citations

• Multi-Target Support Vector Regression Via Correlation Regressor Chains

  Gabriella Melki;Alberto Cano;Vojislav Kecman;Sebastián Ventura;Sebastián Ventura

  155
  Citations

• ROSE: robust online self-adjusting ensemble for continual learning on imbalanced drifting data streams

  Unknown

  141
  Citations

• Weighted Data Gravitation Classification for Standard and Imbalanced Data

  Alberto Cano;Amelia Zafra;Sebastian Ventura

  133
  Citations

• A Survey on Urban Traffic Anomalies Detection Algorithms

  Youcef Djenouri;Asma Belhadi;Jerry Chun-Wei Lin;Djamel Djenouri

  130
  Citations

• Distributed multi-label feature selection using individual mutual information measures

  Jorge Gonzalez-Lopez;Sebastián Ventura;Alberto Cano

  123
  Citations

• Adapted K-Nearest Neighbors for Detecting Anomalies on Spatio–Temporal Traffic Flow

  Youcef Djenouri;Asma Belhadi;Jerry Chun-Wei Lin;Alberto Cano

  112
  Citations

• A survey on graphic processing unit computing for large‐scale data mining

  Alberto Cano

  112
  Citations

• Online ensemble learning with abstaining classifiers for drifting and noisy data streams

  Bartosz Krawczyk;Alberto Cano

  111
  Citations

• An interpretable classification rule mining algorithm

  Alberto Cano;Amelia Zafra;SebastiáN Ventura

  99
  Citations

• Solving mixed model sequencing problem in assembly lines with serial workstations with work overload minimisation and interruption rules

  Unknown

  73
  Citations

• Interpretable Multiview Early Warning System Adapted to Underrepresented Student Populations

  Alberto Cano;John D. Leonard

  69
  Citations

• Speeding up the evaluation phase of GP classification algorithms on GPUs

  Alberto Cano;Amelia Zafra;Sebastián Ventura

  68
  Citations

• High performance evaluation of evolutionary-mined association rules on GPUs

  Alberto Cano;José María Luna;Sebastián Ventura

  58
  Citations

• ur-CAIM: improved CAIM discretization for unbalanced and balanced data

  Alberto Cano;Dat T. Nguyen;Sebastián Ventura;Krzysztof J. Cios

  57
  Citations

• A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories

  Asma Belhadi;Youcef Djenouri;Gautam Srivastava;Djamel Djenouri

  56
  Citations

• Distributed Selection of Continuous Features in Multilabel Classification Using Mutual Information

  Jorge Gonzalez-Lopez;Sebastian Ventura;Alberto Cano

  53
  Citations

• Exploiting GPU and cluster parallelism in single scan frequent itemset mining

  Youcef Djenouri;Djamel Djenouri;Asma Belhadi;Alberto Cano

  51
  Citations