Publications

Link to Google Citations

Journal

  • Yan, G. Almpanidis, F. Gaojuan, “基于格网划分的道路最近邻查询算法” [“Road nearest neighbour query algorithm based on grid partition”]. 河南科技大学学报：自然科学版 [Journal of Henan University of Science and Technology (Natural Science)], vol. 1, pp. 30-35, 2020. DOI: 10.15926/j.cnki.issn1672-6871.2020.01.006.
  • C. Zhang, G. Almpanidis, F. Hasibi, and G. Fan, “Gridvoronoi: An Efficient Spatial Index for Nearest Neighbor Query Processing”, IEEE Access, vol.7, pp. 120997-121014, 2019. DOI: 10.1109/ACCESS.2019.2937667.
  • C. Zhang, Y. Zhang, X. Shi, G. Almpanidis, G. Fan, and X. Shen, “On Incremental Learning for Gradient Boosting Decision Trees”. Neural Processing Letters, pp.1-31, 2019. DOI: 10.1007/s11063-019-09999-3.
  • C. Zhang, G. Almpanidis, W. Wang, and C. Liu, “An Empirical Evaluation of High Utility Itemset Mining Algorithms”. Expert Systems with Applications, vol. 101, pp. 91-115, 2018. DOI: 10.1016/j.eswa.2018.02.008.
  • C. Zhang, C. Liu, X. Zhang, and G. Almpanidis, “An up-to-date comparison of state-of-the-art classification algorithms”. Expert Systems with Applications, vol. 82, pp. 128-150, 2017. DOI: 10.1016/j.eswa.2017.04.003.
  • G. Almpanidis, M.Kotti, and C. Kotropoulos, “Robust detection of phone boundaries using model selection criteria with few observations”, IEEE Trans. Audio, Speech, and Language Processing, vol. 17, no. 2, pp. 287-298, Feb. 2009. DOI: 10.1109/TASL.2008.2009162.
  • G. Almpanidis and C. Kotropoulos, “Phonemic segmentation using the generalised Gamma distribution and small sample Bayesian information criterion”, Speech Communication, vol. 50, no. 1, pp. 38-55, Jan. 2008. DOI: 10.1016/j.specom.2007.06.005.
  • G. Almpanidis, C. Kotropoulos, and I. Pitas, “Combining text and link analysis for focused crawling – An application for vertical search engines”, Information Systems, vol. 32, no. 6, pp. 886-908, Sep. 2007. DOI: 10.1016/j.is.2006.09.004.
  • A. Xafopoulos, C. Kotropoulos, G. Almpanidis, and I. Pitas, “Language identification in web documents using discrete HMMs”, Pattern Recognition, Volume: 37, Issue: 3, pp. 583-594, Mar. 2004. DOI: 10.1016/j.patcog.2003.05.001.

Conference

  • G. Almpanidis and C. Kotropoulos, “Automatic phonemic segmentation using the Bayesian information criterion with generalised Gamma priors”, in Proc. 15th European Signal Processing Conference (EUSIPCO 2007), pp. 2055-2059, Poznan, Sep. 2007. DOI: 10.5281/zenodo.40626.
  • G. Almpanidis and C. Kotropoulos, “Phoneme segment boundary detection based on the generalized Gamma distribution”, in Proc. Int. Symp. Industrial Electronics (ISIE 2006), pp. 691-695, Montreal, Jul. 2006. DOI: 10.1109/ISIE.2006.295545.
  • G. Almpanidis and C. Kotropoulos, “Voice activity detection with generalized Gamma distribution”, in Proc. IEEE Int. Conf. Multimedia and Expo (ICME 2006), pp. 961-964, Toronto, Jul. 2006. DOI: 10.1109/ICME.2006.262692.
  • G. Almpanidis and C. Kotropoulos, “Voice activity detection using the generalized Gamma distribution”, in Proc. 4th Panhellenic Artificial Intelligence Conf. (SETN-06), vol. LNAI 3955, pp. 3-12, Heraklion, May 2006. DOI: 10.1007/11752912_3.
  • G. Almpanidis, C. Kotropoulos, and I. Pitas, “Focused crawling using latent semantic indexing- An application for vertical search engines”, in Proc. European Conf. Digital Libaries (ECDL 2005), vol. LNCS 3652, pp. 402-413, Vienna, Sep. 2005. DOI: 10.1007/11551362_36.
  • G. Almpanidis and C. Kotropoulos, “Combining text and link analysis for focused crawling”, in Proc. 3rd Int. Conf. Advances in Pattern Recognition (ICAPR 2005), vol. LNCS 3686, part I, pp. 278-287, Bath, Aug. 2005. DOI: 10.1007/11551188_30.
  • A. Xafopoulos, C. Kotropoulos, G. Albanidis, and I.Pitas, “Language identification of web documents using discrete HMMs”, in Proc. 2nd Hellenic Conf. on Artificial Intelligence (SETN 2002), vol. Companion, pp. 269-280, Thessaloniki, Apr. 2002.

Theses / dissertations

  • “Multimedia Speech Processing”, Ph.D. Thesis, Aristotle University of Thessaloniki, Department of Informatics, 2008. DOI: 10.12681/eadd/18866.
  • “A WWW Repository for Garbage Collector Benchmarks”, M.Sc. Thesis, University of Glasgow, Department of Computing Science, 2000.
  • “Study of quasi-exactly solvable potentials with algebraic methods”, B.Sc. Dissertation, Aristotle University of Thessaloniki, Department of Physics, 1997.

Other

  • Zhang, P. Soda, J. Bi, G. Fan, G. Almpanidis, and S. Garcia, “An Empirical Study on the Joint Impact of Feature Selection and Data Re-sampling on Imbalance Classification”, arXiv preprint arXiv:2109.00201, 2021. ARXIV: arxiv: 2109.00201.
  • Zhang, G. Peng, Y. Tao, F. Fu, W. Jiang, G. Almpanidis, & K. Chen, “ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street Views”, arXiv preprint arXiv:1903.10412, 2019. ARXIV: arXiv:1903.10412.