• 2858 Citations
  • 23 h-Index
20002020

Research output per year

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Research Output

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2016

Ant-Based System Analysis on the Traveling Salesman Problem Under Real-World Settings

Crişan, G. C., Nechita, E. & Palade, V., 28 Jan 2016, Combinations of Intelligent Methods and Applications: Proceedings of the 4th International Workshop, CIMA 2014, Limassol, Cyprus, November 2014 (at ICTAI 2014). Hatzilygeroudis, I., Palade, V. & Prentzas, J. (eds.). Switzerland: Springer Verlag, p. 39-59

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
8 Citations (Scopus)

Deep Learning for Emotion Recognition in Faces

Ruiz-Garcia, A., Elshaw, M., Altahhan, A. & Palade, V., 13 Aug 2016, Artificial Neural Networks and Machine Learning – ICANN 2016. Villa, A. E. P., Masulli, P. & Rivero, A. J. P. (eds.). Switzerland: Springer Verlag, Vol. 9887. p. 38-46

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
6 Citations (Scopus)

Emotion Recognition Using Facial Expression Images for a Robotic Companion

Ruiz-Garcia, A., Elshaw, M., Altahhan, A. & Palade, V., 2016, Engineering Applications of Neural Networks. Jayne, C. & Iliadis, L. (eds.). Switzerland: Springer Verlag, Vol. 629. p. 79-93

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
4 Citations (Scopus)

On the Effect of Adding Nodes to TSP Instances: An Empirical Analysis

Crişan, G. C., Nechita, E. & Palade, V., 20 Nov 2016, Advances in Combining Intelligent Methods. Hatzilygeroudis, I., Palade, V. & Prentzas, J. (eds.). Switzerland: Springer Verlag, Vol. 116. p. 25-45

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1 Citation (Scopus)

Smartphone Based Human Activity and Postural Transition Classification with Deep Stacked Autoencoder Networks

Hicks, L., Hedley, Y-L., Elshaw, M., Altahhan, A. & Palade, V., 2016, Artificial Neural Networks and Machine Learning – ICANN 2016. Villa, A. E. P., Masulli, P. & Rivero, A. J. P. (eds.). Switzerland: Springer Verlag, Vol. 9887. p. 535-536

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1 Citation (Scopus)

Towards interactive Machine Learning (iML): Applying Ant Colony Algorithms to Solve the Traveling Salesman Problem with the Human-in-the-Loop Approach

Holzinger, A., Plass, M., Holzinger, K., Crişan, G. C., Pintea, C-M. & Palade, V., 23 Aug 2016, Availability, Reliability, and Security in Information Systems. Buccafurri, F., Holzinger, A., Kieseberg, P., Tjoa, A. M. & Weippl, E. (eds.). Switzerland: Springer Verlag, Vol. 9817. p. 81-95

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
56 Citations (Scopus)
2014

Darwin, lamarck, or baldwin: Applying evolutionary algorithms to machine learning techniques

Holzinger, A., Blanchard, D., Bloice, M., Holzinger, K., Palade, V. & Rabadan, R., 2014, Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014. Institute of Electrical and Electronics Engineers Inc., Vol. 2. p. 449-453

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
8 Citations (Scopus)

Optimal Detection of New Classes of Faults by an Invasive Weed Optimization Method

Razavi-Far, R., Palade, V. & Zio, E., 3 Sep 2014, International Joint Conference on Neural Networks, IJCNN 2014. IEEE, Vol. Article number 6889887. p. 91-98

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
15 Citations (Scopus)
2009

Machine learning and genetic regulatory networks: A review and a roadmap

Fogelberg, C. & Palade, V., 2009, Foundations of Computational, Intelligence Volume 1: Learning and Approximation. Springer Verlag, Vol. 201. p. 3-34 32 p. (Studies in Computational Intelligence; vol. 201).

Research output: Chapter in Book/Report/Conference proceedingChapter

9 Citations (Scopus)
2008

Adaptive web sites: A knowledge extraction from web data approach

Velásquez, J. D. & Palade, V., 2008, Adaptive Web Sites. A Knowledge Extraction from Web Data Approach. 1 ed. IOS Press, Vol. 170. p. 1-296 296 p. (Frontiers in Artificial Intelligence and Applications; vol. 170, no. 1).

Research output: Chapter in Book/Report/Conference proceedingChapter

10 Citations (Scopus)

Fuzzy Gene Mining: A Fuzzy-Based Framework for Cancer Microarray Data Analysis

Wang, Z. & Palade, V., 21 Apr 2008, Machine Learning in Bioinformatics. Zhang, Y-Q. & Rajapakse, J. C. (eds.). Wiley, p. 111-133 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Citations (Scopus)
2007

A neuro-genetic framework for multi-classifier design: An application to promoter recognition in DNA sequences

Ranawana, R. & Palade, V., 2007, Advances in Evolutionary Computing for System Design. Jain, L. C., Palade, V. & Srinivasan, D. (eds.). Berlin: Springer, Vol. 66. p. 71-94 24 p. (Studies in Computational Intelligence; vol. 66).

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)
2006

MultiNNProm: A multi-classifier system for finding genes

Ranawana, R. & Palade, V., 2006, Applied Soft Computing Technologies: The Challenge of Complexity. Abraham, A., de Baets, B., Koppen, M. & Nickolay, B. (eds.). Springer Verlag, Vol. 34. p. 451-463 13 p. (Advances in Soft Computing; vol. 34).

Research output: Chapter in Book/Report/Conference proceedingChapter