Papers


My Google Scholar account

SCIENCE - PREPRINTS

  1. The long-term impact of ranking algorithms in growing networks
    S. Zhang, M. Medo, L. Lü, M. S. Mariani
    (arXiv)
  2. Optimal timescale of community detection in growing networks
    M. Medo, A. Zeng, Y.-C. Zhang, M. S. Mariani
    (arXiv)
  3. Link prediction in bipartite nested networks
    M. Medo, L. Lü, M. S. Mariani

SCIENCE - PUBLISHED

  1. Comprehensive Genomic Profiling of Patient-matched Head and Neck Cancer cells: A Preclinical Pipeline for Metastatic and Recurrent Disease
    L. Nisa, D. Barras, M. Medová, D. M. Aebersold, M. Medo, M. Poliaková, J. Koch, B. Bojaxhiu, O. Elicin, M. S. Dettmer, P. Angelino, R. Giger, U. Borner, M. D. Caversaccio, T. E Carey, L. Ho, T. A. McKee, M. Delorenzi, Y. Zimmer
    Molecular Cancer Research, 2018 (DOI)
  2. Randomizing growing networks with a time-respecting null model
    Z.-M. Ren, M. S. Mariani, Y.-C. Zhang, M. Medo
    Physical Review E 97, 052311, 2018 (arXiv, DOI)
  3. Early identification of important patents: Design and validation of citation network metrics
    M. S. Mariani, M. Medo, F. Lafond
    Technological Forecasting and Social Change [in press] (arXiv, INET, DOI)
  4. Ranking in evolving complex networks
    H. Liao, M. S. Mariani, M. Medo, Y.-C. Zhang, M.-Y. Zhou
    Physics Reports 689, 1-54, 2017 (arXiv, DOI)
  5. Quantifying and suppressing ranking bias in a large citation network
    G. Vaccario, M. Medo, N. Wider, M. S. Mariani
    Journal of Informetrics 11, 766-782, 2017 (arXiv, DOI)
  6. Information filtering based on corrected redundancy-eliminating mass diffusion
    X. Zhu, Y. Yang, G. Chen, M. Medo, H. Tian, S.-M. Cai
    PLoS ONE 12, e0181402, 2017 (PLoS ONE - open access)
  7. The essential role of time in network-based recommendation
    A. Vidmer, M. Medo
    EPL 116, 30007, 2016 (arXiv, DOI)
  8. Spatial firm competition in two dimensions with linear transportation costs: simulations and analytical results
    A. Roncoroni, M. Medo
    European Physical Journal B 89, 270, 2016 (arXiv, ReadCube, DOI)
  9. Growing networks as models for information and social systems
    M. Medo
    Habilitation thesis, University of Fribourg, 2016 (pdf)
  10. Identification of milestone papers through time-balanced network centrality
    M. S. Mariani, M. Medo, Y.-C. Zhang
    Journal of Informetrics 10, 1207, 2016 (arXiv, DOI)
  11. Model-based evaluation of scientific impact indicators
    M. Medo, G. Cimini
    Physical Review E 94, 032312, 2016 (arXiv, DOI)
  12. Identification and modeling of discoverers in online social systems
    M. Medo, M. S. Mariani, A. Zeng, Y.-C. Zhang
    Scientific Reports 6, 34218, 2016 (arXiv, ReadCube, DOI - open access)
  13. Network-based recommendation algorithms: A review
    F. Yu, A. Zeng, S. Gillard, M. Medo
    Physica A 452, 192, 2016 (arXiv, DOI)
  14. Study of market model describing the contrary behaviors of informed and uninformed agents: Being minority and being majority
    Y.-X. Zhang, H. Liao, M. Medo, M.-S. Shang, C.-H. Yeung
    Physica A 450, 486, 2016 (DOI)
  15. Ranking nodes in growing networks: When PageRank fails
    M. S. Mariani, M. Medo, Y.-C. Zhang
    Scientific Reports 5, 16181, 2015 (arXiv, DOI - open access)
  16. Unbiased metrics of friends' influence in multi-level networks
    A. Vidmer, M. Medo, Y.-C. Zhang
    EPJ Data Science 4, 20, 2015 (DOI - open access)
  17. Measuring economic complexity of countries and products: which metric to use?
    M. S. Mariani, A. Vidmer, M. Medo, Y.-C. Zhang
    European Physical Journal B 88, 293, 2015 (arXiv, DOI)
  18. Modeling mutual feedback between users and recommender systems
    A. Zeng, C. H. Yeung, M. Medo, Y.-C. Zhang
    Journal of Statistical Mechanics, P07020, 2015 (arXiv, DOI)
  19. Prediction in complex systems: The case of the international trade network
    A. Vidmer, A. Zeng, M. Medo, Y.-C. Zhang
    Physica A 436, 188, 2015 (arXiv, DOI)
  20. Network-Driven Reputation in Online Scientific Communities
    H. Liao, R. Xiao, G. Cimini, M. Medo
    PLoS ONE 9, e112022, 2014 (PLoS ONE - open access)
  21. Statistical validation of high-dimensional models of growing networks
    M. Medo
    Physical Review E 89, 032801, 2014 (arXiv, DOI)
  22. Information filtering by similarity-preferential diffusion processes
    A. Zeng, A. Vidmer, M. Medo, Y.-C. Zhang
    EPL 105, 58002, 2014 (arXiv, DOI)
  23. Firm competition in a probabilistic framework of consumer choice
    H. Liao, R. Xiao, D. Chen, M. Medo, Y.-C. Zhang
    Physica A 400, 47, 2014 (arXiv, DOI)
  24. Trend prediction in temporal bipartite networks: the case of Movielens, Netflix, and Digg
    A. Zeng, S. Gualdi, M. Medo, Y.-C. Zhang
    Advances in Complex Systems 16, 1350024, 2013 (arXiv, DOI)
  25. The role of taste affinity in agent-based models for social recommendation
    G. Cimini, A. Zeng, M. Medo, D. Chen
    Advances in Complex Systems 16, 1350009, 2013 (arXiv, DOI)
  26. Network-based information filtering algorithms: ranking and recommendation
    M. Medo
    Book chapter in "Dynamics on and of Complex Networks, Volume 2", Eds. A. Mukherjee et al., Birkhäuser-Springer, Boston, 2013 (arXiv, DOI)
  27. The effect of the initial network configuration on preferential attachment
    Y. Berset, M. Medo
    European Physical Journal B 86, 260, 2013 (arXiv, DOI)
  28. Crowd Avoidance and Diversity in Socio-Economic Systems and Recommendation
    S. Gualdi, M. Medo, Y.-C. Zhang
    EPL 101, 20008, 2013 (arXiv, DOI)
  29. Recommender Systems
    L. Lü, M. Medo, C. H. Yeung, Y.-C. Zhang, Z.-K. Zhang, T. Zhou
    Physics Reports 519, 1-49, 2012 (arXiv, DOI)
  30. Measuring quality, reputation and trust in online communities
    H. Liao, G. Cimini, M. Medo
    L. Chen et al. (Eds.): ISMIS 2012/Lecture Notes in Artificial Intelligence 7661, 421, Springer-Verlag Berlin Heidelberg, 2012 (arXiv)
  31. Recommendation systems in the scope of opinion formation: a model
    M. Blattner, M. Medo
    Proceedings of the 2nd Workshop on Human Decision Making in Recommender Systems, Dublin, Ireland, 2012 (arXiv, CEUR)
  32. Enhancing topology adaptation in information-sharing social networks
    G. Cimini, D. Chen, M. Medo, L. Lü, Y.-C. Zhang, T. Zhou
    Physical Review E 85, 046108, 2012 (arXiv, DOI)
  33. Temporal effects in the growth of networks
    M. Medo, G. Cimini, S. Gualdi
    Physical Review Letters 107, 238701, 2011 (arXiv, DOI)
  34. Influence, originality and similarity in directed acyclic graphs
    S. Gualdi, M. Medo, Y.-C. Zhang
    EPL 96, 18004, 2011 (arXiv, DOI)
  35. Emergence of scale-free leadership structure in social recommender systems
    T. Zhou, M. Medo, G. Cimini, Z.-K. Zhang, Y.-C. Zhang
    PLoS ONE 6, e20648, 2011 (arXiv, DOI)
  36. Heterogeneity, quality, and reputation in an adaptive recommendation model
    G. Cimini, M. Medo, T. Zhou, D. Wei, Y.-C. Zhang
    European Physical Journal B 80, 201-208, 2011 (arXiv, DOI)
  37. Transaction fees and optimal rebalancing in the growth-optimal portfolio
    Y. Feng, M. Medo, L. Zhang, Y.-C. Zhang
    Physica A 390, 1635-1645, 2011 (arXiv, DOI)
  38. Self-organized model of cascade spreading
    S. Gualdi, M. Medo, Y.-C. Zhang
    European Physical Journal B 79, 91-98, 2011 (arXiv, DOI)
  39. MET Inhibition Results in DNA Breaks and Synergistically Sensitizes Tumor Cells to DNA-Damaging Agents Potentially by Breaching a Damage-Induced Checkpoint Arrest
    M. Medová, D. M. Aebersold, W. Blank-Liss, B. Streit, M. Medo, S. Aebi, Y. Zimmer
    Genes & Cancer 1, 1053-1062, 2010 (DOI)
  40. The effect of discrete vs. continuous-valued ratings on reputation and ranking systems
    M. Medo, J. R. Wakeling
    EPL 91, 48004, 2010 (arXiv, DOI)
  41. Analysis of Kelly-optimal portfolios
    P. Laureti, M. Medo, Y.-C. Zhang
    Quantitative Finance 10, 689-697, 2010 (arXiv, DOI)
  42. Solving the apparent diversity-accuracy dilemma of recommender systems
    T. Zhou, Z. Kuscsik, J.-G. Liu, M. Medo, J. R. Wakeling, Y.-C. Zhang
    PNAS 107, 4511-4515, 2010 (arXiv, DOI)
  43. Adaptive model for recommendation of news
    M. Medo, Y.-C. Zhang, T. Zhou
    EPL 88, 38005, 2009 (arXiv, DOI)
  44. The role of a matchmaker in buyer-vendor interactions
    L. Lü, M. Medo, Y.-C. Zhang
    European Physical Journal B 71, 565-571, 2009 (arXiv, DOI)
  45. How to quantify the influence of correlations on investment diversification
    M. Medo, C. H. Yeung, Y.-C. Zhang
    International Review of Financial Analysis 18, 34-39, 2009 (arXiv, DOI)
  46. Breakdown of the mean-field approximation in a wealth distribution model
    M. Medo
    Journal of Statistical Mechanics, P02014, 2009 (arXiv, DOI)
  47. Emergence of product differentiation from consumer heterogeneity and asymmetric information
    L. Lü, M. Medo, Y.-C. Zhang, D. Challet
    European Physical Journal B 64, 293-300, 2008 (arXiv, DOI)
  48. Diversification and limited information in the Kelly game
    M. Medo, Y. M. Pis'mak, Y.-C. Zhang
    Physica A 387, 6151-6158, 2008 (arXiv, DOI)
  49. Heterogeneous network with distance dependent connectivity
    M. Medo, J. Smrek
    European Physical Journal B 63, 273-278, 2008 (arXiv, DOI)
  50. Market model with heterogeneous buyers
    M. Medo, Y.-C. Zhang
    Physica A 387, 2889-2908, 2008 (arXiv, DOI)
  51. Recommendation model based on opinion diffusion
    Y.-C. Zhang, M. Medo, J. Ren, T. Zhou, T. Li, F. Yang
    EPL 80, 68003, 2007 (arXiv, DOI)
  52. Bipartite network projection and personal recommendation
    T. Zhou, J. Ren, M. Medo, Y.-C. Zhang
    Physical Review E 76, 046115, 2007 (arXiv, DOI)
  53. Distance-dependent connectivity: Yet Another Approach to the Small World Phenomenon
    M. Medo
    Physica A 360, 617-628, 2006 (arXiv, DOI)

ENGINEERING

  1. The influence of throttling on surface temperatures of pneumatic flexible elements
    F. Kardoš, M. Medo
    Acta Mechanica Slovaca 3-B, 2005
  2. Analysis of the theoretical and practical characteristics of the pneumatic flexible elements surface temperature
    F. Kardoš, M. Medo
    Sborník mezinárodní XLVI. konference kateder částí a mechanismu stroju, 2005
  3. Results of the experimental investigation of the flexible element surface temperature
    F. Kardoš, M. Medo
    Sborník mezinárodní XLVI. konference kateder částí a mechanismu stroju, 2005
  4. Investigation of the thermal losses caused by the connection between pneumatic-flexible elements
    F. Kardoš, M. Medo, M. Jurčo, I. P. Kuritnyk
    Acta Mechanica Slovaca 3-C, 2004
  5. Characteristics of the surface temperature of the pneumatic-flexible element
    F. Kardoš, M. Medo
    Acta Mechanica Slovaca 4-B, 2003

TEACHING

  1. Physics for 2nd class of scondary grammar school
    J. Pišút, E. Svoboda, P. Demkanin, J. Dolejší, M. Medo, M. Lazúr
    Slovak pedagogical publishing house (SPN), 2005
  2. Náboj FKS 1999-2003
    M. Helbich, M. Klimo, S. Komorovsky, M. Medo, D. Nagaj
    Brochures with solved problems from the annual contest for high school students "Náboj FKS", 1999-2003
  3. Problems from Quantum
    M. Medo, D. Nagaj
    Selected problems proposed in the "Quantum Competition" through the years 1974-1990 (Quantum is Russian journal concerning with physics and maths), 2002
  4. 386 Problems in Physics
    M. Medo, D. Nagaj
    The Physics Correspondence Competition in the years 1993-2001, in total 386 problems for high school students, 2001