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ORCIDLeonidas Akritidis
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2020 – today
- 2024
[j15]Leonidas Akritidis
, Panayiotis Bozanis:
A clustering-based resampling technique with cluster StructureAnalysis for software defect detection in imbalanced datasets. Inf. Sci. 674: 120724 (2024)- [c20]Filippos Iakovidis, Leonidas Akritidis, Panayiotis Bozanis:
Effective Early Polyp Detection from Medical Images with YOLO-V7. IISA 2024: 1-7 - 2023
- [j14]Athanasios Fevgas, Leonidas Akritidis, Miltiadis Alamaniotis, Panagiota E. Tsompanopoulou, Panayiotis Bozanis:
HyR-tree: a spatial index for hybrid flash/3D XPoint storage. Neural Comput. Appl. 35(1): 133-145 (2023) - [j13]Leonidas Akritidis, Panayiotis Bozanis:
Low-Dimensional Text Representations for Sentiment Analysis NLP Tasks. SN Comput. Sci. 4(5): 474 (2023) - [j12]Leonidas Akritidis, Miltiadis Alamaniotis, Panayiotis Bozanis:
FLAGR: A flexible high-performance library for rank aggregation. SoftwareX 21: 101319 (2023) - [c19]Leonidas Akritidis, Athanasios Fevgas, Miltiadis Alamaniotis, Panayiotis Bozanis:
Conditional Data Synthesis with Deep Generative Models for Imbalanced Dataset Oversampling. ICTAI 2023: 444-451 - [c18]Leonidas Akritidis, Panayiotis Bozanis:
Matching Products with Deep NLP Models. IISA 2023: 1-4 - [d1]Leonidas Akritidis:
Product Classification and Clustering. UCI Machine Learning Repository, 2023
- 2022
- [j11]Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis, Yannis Manolopoulos:
An unsupervised distance-based model for weighted rank aggregation with list pruning. Expert Syst. Appl. 202: 117435 (2022) - [j10]Leonidas Akritidis, Miltiadis Alamaniotis, Athanasios Fevgas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis:
Improving Hierarchical Short Text Clustering through Dominant Feature Learning. Int. J. Artif. Intell. Tools 31(5): 2250034:1-2250034:24 (2022) - [c17]Leonidas Akritidis, Panayiotis Bozanis:
How Dimensionality Reduction Affects Sentiment Analysis NLP Tasks: An Experimental Study. AIAI (2) 2022: 301-312 - [c16]Leonidas Akritidis, Panayiotis Bozanis:
Lifting the Curse: Exploring Dimensionality Reduction on Text Clustering Applications. IISA 2022: 1-8 - 2021
- [c15]Leonidas Akritidis, Miltiadis Alamaniotis, Athanasios Fevgas, Panayiotis Bozanis:
A Scalable Short-Text Clustering Algorithm Using Apache Spark. ICTAI 2021: 927-934 - 2020
- [j9]Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis, Christos Makris:
A self-verifying clustering approach to unsupervised matching of product titles. Artif. Intell. Rev. 53(7): 4777-4820 (2020) - [j8]Leonidas Akritidis, Athanasios Fevgas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis:
Evaluating the Effects of Modern Storage Devices on the Efficiency of Parallel Machine Learning Algorithms. Int. J. Artif. Intell. Tools 29(03n04): 2060008:1-2060008:29 (2020) - [j7]Athanasios Fevgas, Leonidas Akritidis, Panayiotis Bozanis, Yannis Manolopoulos:
Indexing in flash storage devices: a survey on challenges, current approaches, and future trends. VLDB J. 29(1): 273-311 (2020) - [c14]Leonidas Akritidis, Miltiadis Alamaniotis, Athanasios Fevgas, Panayiotis Bozanis:
Confronting Sparseness and High Dimensionality in Short Text Clustering via Feature Vector Projections. ICTAI 2020: 813-820
2010 – 2019
- 2019
- [c13]Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis, Miltiadis Alamaniotis:
A Self-Pruning Classification Model for News. IISA 2019: 1-6 - [c12]Athanasios Fevgas, Leonidas Akritidis, Miltiadis Alamaniotis, Panagiota E. Tsompanopoulou, Panayiotis Bozanis:
A Study of R-tree Performance in Hybrid Flash/3DXPoint Storage. IISA 2019: 1-6 - [c11]Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis:
An Iterative Distance-Based Model for Unsupervised Weighted Rank Aggregation. WI 2019: 358-362 - [i3]Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis, Christos Makris:
A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product Titles. CoRR abs/1903.04276 (2019) - 2018
- [c10]Leonidas Akritidis, Panayiotis Bozanis, Athanasios Fevgas:
Supervised Papers Classification on Large-Scale High-Dimensional Data with Apache Spark. DASC/PiCom/DataCom/CyberSciTech 2018: 987-994 - [c9]Leonidas Akritidis, Athanasios Fevgas, Panayiotis Bozanis:
Effective Products Categorization with Importance Scores and Morphological Analysis of the Titles. ICTAI 2018: 213-220 - [c8]Leonidas Akritidis, Athanasios Fevgas, Panagiota E. Tsompanopoulou, Panayiotis Bozanis:
Investigating the Efficiency of Machine Learning Algorithms on MapReduce Clusters with SSDs. ICTAI 2018: 1018-1025 - [c7]Leonidas Akritidis, Panayiotis Bozanis:
Effective Unsupervised Matching of Product Titles with k-Combinations and Permutations. INISTA 2018: 1-10 - [c6]Leonidas Akritidis, Panayiotis Bozanis, Dimitrios Papadopoulos:
Efficient urban transportation(s) with IoT devices and robust workers allocation. SEEDA-CECNSM 2018: 1-6 - 2014
- [j6]Leonidas Akritidis, Panayiotis Bozanis:
Improving opinionated blog retrieval effectiveness with quality measures and temporal features. World Wide Web 17(4): 777-798 (2014) - 2013
- [b1]Leonidas Akritidis:
Engineering search algorithms for web data. University of Thessaly, Greece, 2013 - [c5]Leonidas Akritidis, Panayiotis Bozanis:
A supervised machine learning classification algorithm for research articles. SAC 2013: 115-120 - 2012
- [j5]Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis:
Identifying attractive research fields for new scientists. Scientometrics 91(3): 869-894 (2012) - [j4]Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis:
Improved retrieval effectiveness by efficient combination of term proximity and zone scoring: A simulation-based evaluation. Simul. Model. Pract. Theory 22: 74-91 (2012) - [c4]Leonidas Akritidis, Panayiotis Bozanis:
Positional Data Organization and Compression in Web Inverted Indexes. DEXA (1) 2012: 422-429 - [c3]Leonidas Akritidis, Panayiotis Bozanis:
Computing Scientometrics in Large-Scale Academic Search Engines with MapReduce. WISE 2012: 609-623 - 2011
- [j3]Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis:
Effective rank aggregation for metasearching. J. Syst. Softw. 84(1): 130-143 (2011) - [j2]Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis:
Identifying the Productive and Influential Bloggers in a Community. IEEE Trans. Syst. Man Cybern. Part C 41(5): 759-764 (2011) - [p1]Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis:
Modern Web Technologies. New Directions in Web Data Management 1 2011: 83-107
2000 – 2009
- 2009
- [j1]Dimitrios Katsaros, Leonidas Akritidis, Panayiotis Bozanis:
The f index: Quantifying the impact of coterminal citations on scientists' ranking. J. Assoc. Inf. Sci. Technol. 60(5): 1051-1056 (2009) - [c2]Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis:
Identifying Influential Bloggers: Time Does Matter. Web Intelligence 2009: 76-83 - [i2]Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis:
Identifying Influential Bloggers: Time Does Matter. CoRR abs/0905.2416 (2009) - 2008
- [c1]Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis:
Effective Ranking Fusion Methods for Personalized Metasearch Engines. Panhellenic Conference on Informatics 2008: 39-43 - [i1]Dimitrios Katsaros, Leonidas Akritidis, Panayiotis Bozanis:
Spam: It's Not Just for Inboxes and Search Engines! Making Hirsch h-index Robust to Scientospam. CoRR abs/0801.0386 (2008)
Coauthor Index
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