cipriant
Lecturer at the Department of Computer Science
Research Interests
  • Machine Learning
  • Data management
  • Text Mining
  • Natrual Language Processing
Teaching

Courses:

  • Databases II (4th year Bachelor course)​
  • Enterprise Warehousing & Information Systems (1st year Master course)​
  • Data Mining for Financial Computing (1st year Master course)​
  • Advanced Databases Systems (1st year Master course)
  • Distributed Database Systems (1st year Master course)

Seminaries:

  • Databases I (3rd year Bachelor course)​
  • Databases II (4th year Bachelor course)​
  • Data Mining & Data Warehousing (1st year Master course)​
  • Enterprise Warehousing & Information Systems (1st year Master course)​
  • Data Mining for Financial Computing (1st year Master course)​
  • Advanced Databases Systems (1st year Master course)
Degrees and Experience
Education
  • 2018: Ph.D. in Computer Science and Information Technology from University Politehnica of Bucharest, thesis title: “A Scalable Document-oriented Architecture for Text Analysis”
  • 2013: M.Sc. Degree in Computer Science and Information Technology from University Politehnica of Bucharest, thesis title: “Data processing in Cloud Databases”
  • 2013: B.Sc. Degree in Computer Science from the University of Bucharest, thesis title: “CAPTCHA Detection”
  • 2011: B.Sc. Degree in Computer Science and Information Technology from University Politehnica of Bucharest, thesis title: “Human Resources Management System”
Experience
  • 03.2019-present: Assistant Professor (University Politehnica of Bucharest)
  • 02.2019-02.2020: Postoctoral Researcher (Aarhus University)
  • 10.2013-03.2019: Teaching Assistant (University Politehnica of Bucharest)​
  • 04.2012-10.2012: Software Engineer (BluePoint IT Solutions)
  • 11.2011-04.2012: Java EE Developer (EFG IT Shared Services)
  • 03.2007-07.2011: Network Administrator (University of Bucharest)
Publications

2021

  • C.O. Truică, E.S. Apostol, T. Ștefu, P. Karras. A Deep Learning Architecture for Audience Interest Prediction of News Topic on Social Media. International Conference on Extending Database Technology (EDBT2021), March 2021.
  • C.O. Truică, E.S. Apostol, J. Darmont, T.B. Pedersen. The Forgotten Document-Oriented Database Management Systems: An Overview and Benchmark of Native XML DODBMSes in Comparison with JSON DODBMSes. Big Data Research, Vol. 25, pp. 1-14 (100205), ISSN 2214-5796, July 2021 DOI: 10.1016/j.bdr.2021.100205.

2020

  • O. Stroie, E.S. Apostol, C.O. Truică. DHE2: Distributed Hybrid Evolution Engine for Performance Optimizations of Computationally Intensive Applications. In International Conference on Big Data Analytics and Knowledge Discovery (DaWak2020), pp. 17–27, Springer, September 2020, DOI 10.1007/978-3-030-59065-9_2.
  • M. Miroi, C.O. Truică, E.S. Apostol, A.M. Florea. Sentiment Analysis using Topic-Document Embeddings. In IEEE International Conference on Intelligent Computer Communication and Processing (ICCP2020), September 2020, DOI: 10.1109/ICCP51029.2020.9266181.
  • I.M. Rădulescu, C.O. Truică, E.S. Apostol, C. Dobre. Enhancing Scientific Collaborations using Community Detection and Document Clustering. In IEEE International Conference on Intelligent Computer Communication and Processing (ICCP2020), September 2020, DOI: 10.1109/ICCP51029.2020.9266267.
  • A. Predescu, C.O. Truică, E.S. Apostol, M. Mocanu, C. Lupu. An Advanced Learning-Based Multiple Model Control Supervisor for Pumping Stations in a Smart Water Distribution System. In Mathematics Journal, vol. 8, no. 6, pp. 1–29, ISSN 2227-7390, MDPI, June 2020, DOI: 10.3390/math8060887.
  • R.G Radu, I.M Rădulescu, C.O. Truică, E.S. Apostol, M. Mariana. Clustering Documents using the Document to Vector Model for Dimensionality Reduction. In IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), pp. 1–6, May 2020, DOI: 10.1109/AQTR49680.2020.9129967.
  • C.O. Truică, E.S. Apostol, J. Darmont, I. Assent. TextBenDS: a generic Textual data Benchmark for Distributed Systems. In Information Systems Frontiers, Vol. 23, pp. 81-100, ISSN 1387-3326, Springer, February 2020, DOI: 10.1007/s10796-020-09999-y.
  • R.C.A. Iacob, F. Brad, E.S. Apostol, C.O. Truică, I.A. Hosu, T. Rebedea. Neural Approaches for Natural Language Interfaces to Databases: A Survey. International Conference on Computational Linguistics (COLING2020), p. 381-395, ACL. December 2020, DOI: 10.18653/v1/2020.coling-main.34.
  • I.M. Rădulescu, C.O. Truică, E.S. Apostol, A. Boicea, M. Mocanu, D. Popeanga, F. Rădulescu. Density-based Text Clustering using Document Embeddings. International Business Information Management Association, p. 6222-6230, IBIMA, November 2020.

2019

  • I.A. Tache, M. Dragoicea, E.S. Apostol, C.O. Truică. Text Mining of Medical Records. IEEE International Conference on E-Health and Bioengineering (EHB2019), pp. 1–4, IEEE, November 2019, DOI: 10.1109/EHB47216.2019.8969943.
  • I.M. Rădulescu, C.O. Truică, E.S. Apostol, A. Boicea, F. Rădulescu, M. Mocanu. Performance Evaluation of DBSCAN with Similarity Join Algorithms. International Business Information Management Association Conference. November 2019.
  • A. Boicea, C.O. Truică, F. Rădulescu, D. Popeanga, I.M. Rădulescu, C. Costea. Cryptographic Algorithms Benchmarking: A Case Study. International Business Information Management Association Conference. November 2019.
  • C. Radu, A.F. Gavril, C.O. Truică, E.S. Apostol. Integrated System for Efficiently Managing IoT Data from Robots. RoEduNet Conference: Networking in Education and Research (RoEduNet), pp. 1–5, IEEE, October 2019, DOI: 10.1109/ROEDUNET.2019.8909620.
  • A. Petrescu, C.O. Truică, E.S. Apostol. Sentiment Analysis of Events in Social Media. International Conference on Intelligent Computer Communication and Processing (ICCP 2019). pp. 143–149, IEEE, September 2019, DOI: 10.1109/ICCP48234.2019.8959677.

2018

  • C.O. Truică, J. Darmont, A. Boicea, F. Rădulescu. Le calcul des top-k mots clés et documents au banc d’essais avec T²K² et T²K²D². 34e Conférence sur la Gestion de Données – Principes, Technologies et Applications (BDA 2018). October 2018.
  • C.O. Truică, O. Novović, S. Brdar, A.N. Papadopoulos. Community Detection in Who-calls-Whom Social Networks. International Conference on Big Data Analytics and Knowledge Discovery (DaWaK2018), pp. 19–33, Springer, September 2018, DOI: 10.1007/978-3-319-98539-8_2.
  • C.O. Truică, J. Darmont, A. Boicea, F. Rădulescu. Benchmarking Top-K Keyword and Top-K Document Processing with T²K² and T²K²D². Future Generation Computer Systems, vol. 85, pp. 60–75, ISSN 0167–739X, Elsevier, August 2018, DOI: 10.1016/j.future.2018.02.037.
  • A. Boicea, C.O. Truică, F. Rădulescu, E.C. Bușe. Sampling Strategies for Extracting Information from Large Data Sets. Data & Knowledge Engineering. vol. 115, pp. 1–15, ISSN 0169–023X, Elsevier, May 2018, DOI: 10.1016/j.datak.2018.01.002.

2017

  • C.O. Truică, C.A. Leordeanu. Classification of an Imbalanced Data Set using Decision Tree Algorithms. University Politehnica of Bucharest Scientific Bulletin Series C – Electrical Engineering and Computer Science. University Politehnica of Bucharest, vol. 79, no. 4, pp. 69–84, ISSN 2286–3540, December 2017.
  • C.O. Truică, J. Darmont. T²K²: The Twitter Top-K Keywords Benchmark. European Conference on Advances in Databases and Information Systems (ADBIS2017), pp. 21–28, Springer, September 2017, DOI: 10.1007/978-3-319-67162-8_3.
  • C.O. Truică, E.S. Apostol, C.A. Leordeanu. Topic modeling using contextual cues. International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC2017), pp. 203–210, IEEE, September 2017, DOI: 10.1109/synasc.2017.00041.
  • A. Boicea, F. Rădulescu, C.O. Truică, C. Costea. Database encryption using asymmetric keys: a case study. International Conference on Control Systems and Computer Science (CSCS21), pp. 317–323, IEEE, May 2017, DOI: 10.1109/CSCS.2017.50.
  • C.O. Truică, F. Rădulescu, A. Boicea. Building an Inverted Index at the DBMS Layer for Fast Full Text Search. Journal of Control Engineering and Applied Informatics, vol. 19, no. 1, pp. 94–101, ISSN 1454–8658, SRAIT, March 2017.

2016

  • C.O. Truică, J. Darmont, J. Velcine. A Scalable Document-based Architecture for Text Analysis. International Conference on Advanced Data Mining and Applications (ADMA2016), pp. 481–494, Springer, December 2016, DOI: 10.1007/978-3-319-49586-6_33.
  • A. Boicea, F. Rădulescu, C.O. Truică, E.M. Grigore. Comparative Study over the Encryption and Non-Encryption of the MySQL Database. International Business Information Management Association Conference, pp. 18–23, November 2016.
  • A. Boicea, F. Rădulescu, C.O. Truică, E.M. Grigore. New Scytale – Improving Encryption Technique. International Business Information Management Association Conference, pp. 2755–2761, November 2016.
  • A. Boicea, F. Rădulescu, C.O. Truică, I. Vasile. Geographic Image Mining. Geographia Technica, vol. 11, no. 2, pp. 1–13, ISSN 1842-5135, Cluj University Press, October 2016, DOI: 10.21163/GT_2016.112.01.
  • C.O. Truică, F. Rădulescu, A. Boicea. Comparing different term weighting schemas for Topic Modeling. International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC2016), pp. 307–310, IEEE, September 2016, DOI: 10.1109/SYNASC.2016.055.
  • A. Boicea, F. Rădulescu, C.O. Truică, L. Urse. Improving Query Performance in Distributed Database. Journal of Control Engineering and Applied Informatics, vol. 18, no. 2, pp. 57–64, ISSN 1454–8658, SRAIT, June 2016.
  • C.O. Truică, A. Guille, M. Gauthier. CATS: Collection and Analysis of Tweets made Simple. ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW2016), pp. 41–44, ACM, February 2016, DOI: 10.1145/2818052.2874320.
  • A. Guille, E.P. Soriano-Morales, C.O. Truică. Topic modeling and hypergraph mining to analyze the EGC conference history. Actes de la conférence française sur l’Extraction et la Gestion des Connaissances (EGC2016), pp. 383–394, RNTI, January 2016.

2015

  • C.O. Truică, Velcine, Julien and A. Boicea. Automatic Language Identification for Romance Languages using Stop Words and Diacritics. International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC2015), pp. 243–246, IEEE, September 2015, DOI: 10.1109/SYNASC.2015.45.
  • C.O. Truică, A. Barnoschi. Innovating HR Using an Expert System for Recruiting IT Specialists – ESRIT. Journal of Software & Systems Development (Kamel E. Ghorab), vol. 2015, pp. 1–12, ISSN 2166-0824, IBIMA Publishing, June 2015, DOI: 10.5171/2015.762987.
  • C.O. Truică, F. Rădulescu, A. Boicea, I. Bucur. Performance evaluation for CRUD operations in asynchronously replicated document oriented database. International Conference on Control Systems and Computer Science (CSCS20), pp. 191–196, IEEE, May 2015, DOI: 10.1109/CSCS.2015.32.

2014

  • C.O. Truică, A. Barnoschi. Innovating HR Using an Expert System for Recruiting IT Specialists – ESRIT. International Business Information Management Association Conference, pp. 1671–1680, May 2014.
  • C.O. Truică, A. Boicea, F. Rădulescu. Performance Time For E-Learning Applications With Multiple Databases. International Scientific Conference “eLearning and Software for Education” (ELSE2014), pp. 121–128, April 2014, DOI: 10.12753/2066-026X-14-017.

2013

  • C.O. Truică, A. Boicea, F. Rădulescu. Asynchronous Replication in Microsoft SQL Server, PostgreSQL and MySQL. International Conference on Cyber Science and Engineering (CyberSE2013), pp. 50–55, December 2013.
  • C.O. Truică, A. Boicea, I. Trifan. CRUD Operations in MongoDB. International Conference on Advanced Computer Science and Electronics Information (ICACSEI2013), pp. 347–350, July 2013, DOI: 10.2991/icacsei.2013.88.

2021

  • C.O. Truică, E.S. Apostol, J. Darmont, I. Assent. TextBenDS: a generic Textual data Benchmark for Distributed Systems. In Information Systems Frontiers, Vol. 23, pp. 81-100., ISSN 1387-3326, Springer, February 2021 (published online March 2020), DOI: 10.1007/s10796-020-09999-y.

2019

  • S. Brdar, O. Novović, N. Grujić, H. González-Vélez, C.O. Truică, S. Benkner, E. Bajrovic, A.N. Papadopoulos. Big Data Processing, Analysis and Applications in Mobile Cellular Networks. High-Performance Modelling and Simulation for Big Data Applications: Selected Results of the COST Action IC1406 cHiPSet. Springer International Publishing, ISBN 978-3-030-16271-9, ISSN 0302–9743, pp. 163–185, 2019, DOI: 10.1007/978-3-030-16272-6_6.

2018

  • Ciprian Octavian Truică – O Arhitectură Scalabilă Orientată Document pentru Explorarea și Analiza Textelor, Ph.D. Thesis, 2018.

2017

  • C.O. Truică, E.A. Antonache, A. Boicea, F. Rădulescu. Procesare de documente folosind tehnologii distribuite. Inventivitate, Management și Inginerie (Bogdan Dumitru Țigănoaia). Editura FREE, ISBN 978-606-94468-7-4, pp. 167–207, 2017.

Last updated March 2021