Publications

(2024). FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations. IEEE Transactions on Pattern Analysis and Machine Intelligence.

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(2024). Leveraging representations from intermediate encoder-blocks for synthetic image detection. European Conference on Computer Vision.

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(2024). PolyMeme: Fine-Grained Internet Meme Sensing. Sensors.

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(2024). SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG).

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(2024). FairBranch: Mitigating Bias Transfer in Fair Multi-task Learning. 2024 International Joint Conference on Neural Networks (IJCNN).

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(2024). A CLIP-based siamese approach for meme classification. 2024 International Joint Conference on Neural Networks (IJCNN).

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(2024). Cancer Patients’ Perspectives and Requirements of Digital Health Technologies: A Scoping Literature Review. MDPI, Cancers. 2024; 16(13):2293.

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(2024). SIDBench: A Python framework for reliably assessing synthetic image detection methods. Proceedings of the 3rd ACM International Workshop on Multimedia AI against Disinformation..

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(2024). Credible, Unreliable or Leaked?: Evidence verification for enhanced automated fact-checking. MAD ‘24 Proceedings of the 3rd ACM International Workshop on Multimedia AI against Disinformation.

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(2024). FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations. Proceedings of the 2024 International Conference on Multimedia Retrieval.

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(2024). FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems. Information Fusion.

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(2024). FRCSyn challenge at WACV 2024: Face recognition challenge in the era of synthetic data. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

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(2024). Mitigating Viewer Impact From Disturbing Imagery Using AI Filters: A User-Study. International Journal of Human-Computer Interaction.

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(2024). Studying bias in visual features through the lens of optimal transport. Data Mining and Knowledge Discovery.

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(2024). VERITE: a Robust benchmark for multimodal misinformation detection accounting for unimodal bias. International Journal of Multimedia Information Retrieval.

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(2023). Online Behaviour Indicator Extraction for Enhanced Cancer Patient Management using Real-World Data. 20th International Conference on Content-based Multimedia Indexing, CBMI 2023.

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(2023). JGNN: Graph Neural Networks on native Java. SoftwareX.

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(2023). Synthetic Misinformers: Generating and Combating Multimodal Misinformation. Proceedings of the 2nd ACM International Workshop on Multimedia AI against Disinformation.

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(2023). MAD’23 Workshop: Multimedia AI against Disinformation. Proceedings of the 2023 ACM International Conference on Multimedia Retrieval.

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(2023). MAAM: Media Asset Annotation and Management. Proceedings of the 2023 ACM International Conference on Multimedia Retrieval.

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(2023). Improving Synthetically Generated Image Detection in Cross-Concept Settings. Proceedings of the 2nd ACM International Workshop on Multimedia AI against Disinformation.

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(2023). ICMR 2023 Program Chairs Welcome Message. ICMR 2023-Proceedings of the 2023 ACM International Conference on Multimedia Retrieval.

(2023). Towards an international standard to establish trust in media production, distribution and consumption. 2023 24th International Conference on Digital Signal Processing (DSP).

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(2023). MemeTector: Enforcing deep focus for meme detection. International Journal of Multimedia Information Retrieval.

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(2023). Verification of news video content: Findings from a study of journalism students. Journalism Practice.

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(2023). Self-Supervised Video Similarity Learning. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

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(2023). MemeFier: Dual-stage Modality Fusion for Image Meme Classification. Proceedings of the 2023 ACM International Conference on Multimedia Retrieval.

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(2023). AdaCC: cumulative cost-sensitive boosting for imbalanced classification. Knowledge and Information Systems.

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(2023). VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-training. Journal of Visual Communication and Image Representation.

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(2023). Chatbot Research and Design: 6th International Workshop, CONVERSATIONS 2022, Amsterdam, The Netherlands, November 22–23, 2022, Revised Selected Papers. Chatbot Research and Design.

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(2023). A Multi-Stream Fusion Network for Image Splicing Localization. International Conference on Multimedia Modeling.

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(2022). Leveraging Large-scale Multimedia Datasets to Refine Content Moderation Models. 2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM).

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(2022). Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products. International Journal of Multimedia Information Retrieval.

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(2022). pygrank: A Python package for graph node ranking. SoftwareX.

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(2022). COVID-Related Misinformation Migration to BitChute and Odysee. Future Internet.

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(2022). Autogf: Runtime graph filter tuning for community node ranking. International Conference on Complex Networks and Their Applications.

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(2022). Pilot Policy Recommendations for the use of AI in the Media Sector. Pilot Policy Recommendations for the use of AI in the Media Sector.

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(2022). DnS: Distill-and-select for efficient and accurate video indexing and retrieval. International Journal of Computer Vision.

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(2022). A survey on bias in visual datasets. Computer Vision and Image Understanding.

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(2022). Novel Paradigms of Human-Fashion Interaction. Proceedings of the 12th Hellenic Conference on Artificial Intelligence.

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(2022). A Graph Diffusion Scheme for Decentralized Content Search based on Personalized PageRank. 2022 IEEE 42nd International Conference on Distributed Computing Systems Workshops (ICDCSW).

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(2022). The mever deepfake detection service: Lessons learnt from developing and deploying in the wild. Proceedings of the 1st International Workshop on Multimedia AI against Disinformation.

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(2022). MAD'22 Workshop: Multimedia AI against Disinformation. Proceedings of the 2022 International Conference on Multimedia Retrieval.

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(2022). Mad'22 Workshop Chairs' Welcome Message. MAD 2022, 1st International Workshop on Multimedia AI against Disinformation. Proceedings.

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(2022). Mever networkx: Network analysis and visualization for tracing disinformation. Future Internet.

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(2022). Leveraging Selective Prediction for Reliable Image Geolocation. International Conference on Multimedia Modeling.

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(2022). p2pgnn: A decentralized graph neural network for node classification in peer-to-peer networks. IEEE Access.

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(2022). Dataset column: Datasets for online multimedia verification. ACM SIGMultimedia Records.

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(2022). Attentive hierarchical label sharing for enhanced garment and attribute classification of fashion imagery. Recommender Systems in Fashion and Retail: Proceedings of the Third Workshop at the Recommender Systems Conference (2021).

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(2022). Helios. TALK: A decentralised messaging framework that preserves the privacy of users. Open Research Europe.

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(2021). MeVer team tackling Corona virus and Conspiracies using Ensemble Classification. MediaEval 2021 Workshop, MediaEval 2021.

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(2021). Future directions for chatbot research: an interdisciplinary research agenda. Computing.

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(2021). A holistic approach to optimize and promote Bike-Sharing Systems, through an integrated action plan. 2021 21st International Conference on Computational Science and Its Applications (ICCSA).

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(2021). Leveraging efficientnet and contrastive learning for accurate global-scale location estimation. Proceedings of the 2021 International Conference on Multimedia Retrieval.

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(2021). Products-6K: a large-scale groceries product recognition dataset. The 14th PErvasive Technologies Related to Assistive Environments Conference.

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(2021). Towards a Privacy Respecting Image-based User Profiling Component. 2021 International Conference on Content-Based Multimedia Indexing (CBMI).

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(2021). Operation-wise attention network for tampering localization fusion. 2021 International Conference on Content-Based Multimedia Indexing (CBMI).

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(2021). The AI4Media project: use of next-generation artificial intelligence technologies for media sector applications. Artificial Intelligence Applications and Innovations: 17th IFIP WG 12.5 International Conference, AIAI 2021, Hersonissos, Crete, Greece, June 25–27, 2021, Proceedings 17.

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(2021). A Denoising Hybrid Model for Anomaly Detection in Trajectory Sequences.. EDBT/ICDT Workshops.

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(2021). Chatbot Research and Design: 4th International Workshop, CONVERSATIONS 2020, Virtual Event, November 23–24, 2020, Revised Selected Papers. Springer Nature.

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(2021).  Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning. In Proceedings of the IEEE International Conference on Pattern Recognition..

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(2021). Applying fairness constraints on graph node ranks under personalization bias. Complex Networks & Their Applications IX: Volume 2, Proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020.

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(2020). MeVer team tackling Coronavirus and 5G conspiracy using ensemble classification based on BERT. In Proceedings of the MediaEval 2020..

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(2020). Stopping personalized PageRank without an error tolerance parameter. 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

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(2020). LAVARNET: Neural network modeling of causal variable relationships for multivariate time series forecasting. Applied Soft Computing.

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(2020).  Investigating the Impact of Pre-processing and Prediction Aggregation on the DeepFake Detection Task. In Proceedings of the Conference for Truth and Trust Online..

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(2020). i-CHANGE: A platform for managing dockless bike sharing systems. Computational Science and Its Applications–ICCSA 2020: 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part II 20.

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(2020). Unsupervised evaluation of multiple node ranks by reconstructing local structures. Applied Network Science.

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(2020). GAP: Geometric Aggregation of Popularity Metrics. Information.

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(2020). Weverify: Wider and Enhanced Verification for You Project Overview and Tools. In 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (pp. 1-4). IEEE..

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(2020). Knowledge-Based Fusion for Image Tampering Localization. In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 177-188). Springer, Cham..

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(2020). Boosted seed oversampling for local community ranking. Information Processing & Management.

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(2020). Bias in data‐driven artificial intelligence systems—An introductory survey. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 10(3), e1356..

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(2020). Mining the social graph. HELIOS.

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(2020). LinkAUC: unsupervised evaluation of multiple network node ranks using link prediction. Complex Networks and Their Applications VIII: Volume 1 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019 8.

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(2020). Development of content-aware social graphs. HELIOS.

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(2020). Chatbot Research and Design: Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Netherlands, November 19-20, 2019, Revised Selected Papers. Information Systems. Springer.

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(2020). Chatbot research and design. Springer International Publishing.

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(2019). Data-Driven Song Recognition Estimation Using Collective Memory Dynamics Models. ISMIR.

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(2019). ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning. In Proceedings of the IEEE International Conference on Computer Vision (pp. 6351-6360).

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(2019). Social media monitoring tools for air quality accounts. IEEE/WIC/ACM International Conference on Web Intelligence-Companion Volume.

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(2019). Define a time-dependent social graph. Networks.

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(2019). Verification of Web Videos Through Analysis of Their Online Context. In book “Video Verification in the Fake News Era”, V. Mezaris, L. Nixon, S. Papadopoulos, D. Teyssou (Eds.), pp 191-221, Springer, 2019. DOI:10.1007⁄978-3-030-26752-0_7.

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(2019). Finding Semantically Related Videos in Closed Collections. In book ‘Video Verification in the Fake News Era’, V. Mezaris, L. Nixon, S. Papadopoulos, D. Teyssou (Eds.), pp. 127-159, Springer, 2019. DOI:10.1007 / 978-3-030-26752-0_5.

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(2019). Detecting Manipulations in Video. In book “Video Verification in the Fake News Era”, V. Mezaris, L. Nixon, S. Papadopoulos, D. Teyssou (Eds.), pp. 161-189, Springer, 2019. DOI:10.1007 / 978-3-030-26752-0_6.

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(2019).  Finding Near-Duplicate Videos in Large-Scale Collections. In Video Verification in the Fake News Era (pp. 91-126), Springer, 2019. DOI: 10.1007⁄978-3-030-26752-0_4.

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(2019). D3. 2–Predictive analytics and recommendation framework v2. Proceedings of the IEEE/CVF international conference on computer vision.

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(2019). Visil Fine-grained spatio-temporal video similarity learning. Proceedings of the IEEE/CVF international conference on computer vision.

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(2019). Video verification in the fake news era. Springer.

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(2019). Heterogeneous Social Network Graph topology and lifecycle. Helios.

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(2019).  Context Aggregation and Analysis: A Tool for User-Generated Video Verification. In ROME: Workshop on Reducing Online Misinformation Exposure - colocated with SIGIR 2019.

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(2019). Hyperpartisan News Detection. In Proceedings of the 13th International Workshop on Semantic Evaluation (pp. 924-928).

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(2019). Brenda starr at SemEval-2019 task 4: hyperpartisan news detection. Proceedings of the 13th International Workshop on Semantic Evaluation.

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(2019). Preface for CONVERSATIONS 2018-2nd International Workshop on Chatbot Research. Internet Science: INSCI 2018 International Workshops, St. Petersburg, Russia, October 24–26, 2018, Revised Selected Papers.

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(2019). FIVR: Fine-grained incident video retrieval. IEEE Transactions on Multimedia, 21(10), 2638-2652..

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(2019). A Corpus of Debunked and Verified User-Generated Videos. Online Information Review, Feb. 2019.

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(2019). Detecting tampered videos with multimedia forensics and deep learning. Proc. 25th Int. Conf. on Multimedia Modeling (MMM2019), Thessaloniki, Greece, Springer LNCS vol. 11295, pp. 361-373, Jan. 2019.

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(2018). Building and evaluating resources for sentiment analysis in the Greek language. Language resources and evaluation.

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(2018). Data-driven artificial intelligence for european economic competitiveness and societal progress: BDVA position statement, November 2018

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(2018). VenueRank: Identifying Venues that Contribute to Artist Popularity. 19th International Society for Music Information Retrieval Conference (ISMIR 2018), Paris, France.

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(2018). Towards improved air quality monitoring using publicly available sky images. Multimedia Tools and Applications for Environmental & Biodiversity Informatics.

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(2018). Location extraction from social media: Geoparsing, location disambiguation, and geotagging. ACM Transactions on Information Systems (TOIS), 36(4), 40.

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(2018). Verifying information with multimedia content on twitter: a comparative study of automated approaches. Multimedia tools and applications.

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(2018). Twitter-based sensing of city-level air quality. 2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP).

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(2018). hackAIR: Towards raising awareness about air quality in Europe by developing a collective online platform. ISPRS International Journal of Geo-Information.

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(2018). Content-aware Detection of JPEG Grid Inconsistencies for Intuitive Image Forensics. Journal of Visual Communication and Image Representation, Volume 54, Jul. 2018, Pages 155-170, Elsevier 2018.

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(2018). easIE: Easy-to-use information extraction for constructing CSR databases from the web. ACM Transactions on Internet Technology (TOIT).

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(2018). Adaptive sensitive reweighting to mitigate bias in fairness-aware classification. Proceedings of the 2018 world wide web conference.

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(2018). Verifying information with multimedia content on Twitter. Multimedia Tools and Applications, Mar. 2018, Pages 1-27, Springer 2017.

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(2018). Detection and visualization of misleading content on Twitter. International Journal of Multimedia Information Retrieval, Mar. 2018, Volume 7, Issue 1, Pages 71–86, Springer 2017.

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(2018). Analysis of suspended terrorism-related content on social media. Community-oriented policing and technological innovations.

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(2018). Social computing for verifying social media content in breaking news. IEEE Internet Computing, 22(2), 83-89.

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(2017). Large-scale open corporate data collection and analysis as an enabler of corporate social responsibility research. Internet Science: 4th International Conference, INSCI 2017, Thessaloniki, Greece, November 22-24, 2017, Proceedings 4.

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(2017). The step project: Societal and political engagement of young people in environmental issues. Internet Science: 4th International Conference, INSCI 2017, Thessaloniki, Greece, November 22-24, 2017, Proceedings 4.

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(2017). Open-source monitoring, search and analytics over social media. Internet Science: 4th International Conference, INSCI 2017, Thessaloniki, Greece, November 22-24, 2017, Proceedings 4.

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(2017). The InVID Plug-in:Web Video Verification on the Browser. 1st International Workshop on Multimedia Verification at the ACM Multimedia Conference, Mountain View, CA, USA, Oct. 2017.

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(2017). Near-Duplicate Video Retrieval with Deep Metric Learning. 5th Workshop on Web-scale Vision and Social Media (ICCV 2017), Venice, Italy, Oct. 2017.

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(2017). MuVer17 – First International Workshop on Multimedia Verification. Proc. ACM Multimedia 2017, Mountain View, CA, USA, Oct. 2017.

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(2017). Tunable plug-in rules with reduced posterior certainty loss in imbalanced datasets. First International Workshop on Learning with Imbalanced Domains: Theory and Applications.

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(2017). TOTEMSS: Topic-based, temporal sentiment summarisation for Twitter. Proceedings of the IJCNLP 2017.

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(2017). A monitoring tool for terrorism-related key-players and key-communities in social media networks. 2017 European Intelligence and Security Informatics Conference (EISIC).

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(2017). Geotagging text content with language models and feature mining. Proceedings of the IEEE, 105(10), 1971-1986.

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(2017). Web Video Verification using Contextual Cues. 2nd International Workshop on Multimedia Forensics and Security (MFSec), co-located with the ACM International Conference on Multimedia Retrieval (ICMR) 2017, Bucharest, Romania, Jun. 2017.

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(2017). Learning to Detect Misleading Content on Twitter.. ACM International Conference on Multimedia Retrieval (ICMR) 2017, Bucharest, Romania, Jun. 2017.

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(2017). Detection of terrorism-related twitter communities using centrality scores. Proceedings of the 2nd international workshop on multimedia forensics and security.

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(2017). Reality Mining in Urban Spaces by Using Citizens as Living Sensors. Network Design and Optimization for Smart Cities.

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(2017). Graph-based multimodal clustering for social multimedia. Multimedia Tools and Applications.

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(2017). Multilabel user classification using the community structure of online networks. PloS one, 12(3), e0173347.

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(2017). Exploring Twitter communication dynamics with evolving community analysis. PeerJ Computer Science, 3, e107.

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(2017).  Large-scale evaluation of splicing localization algorithms for web images. Multimedia Tools and Applications, 76(4), 4801-4834.

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(2017). Near-Duplicate Video Retrieval by Aggregating Intermediate CNN Layers. Proc. 23rd Int. Conf. on MultiMedia Modeling (MMM’17), Reykjavik, Iceland, Jan. 2017.

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(2016). A web-based service for disturbing image detection. International Conference on Multimedia Modeling.

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(2016).  Placing Images with Refined Language Models and Similarity Search with PCA-reduced VGG Features. In MediaEval 2016.

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(2016). The VMU participation @ verifying multimedia use 2016. In MediaEval 2016.

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(2016). In-depth exploration of geotagging performance using sampling strategies on yfcc100m. In Proceedings of the 2016 ACM Workshop on Multimedia COMMONS (pp. 3-10). ACM.

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(2016). Multimedia privacy. Proceedings of the 24th ACM international conference on Multimedia.

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(2016). Perceived versus actual predictability of personal information in social networks. Internet Science: Third International Conference, INSCI 2016, Florence, Italy, September 12-14, 2016, Proceedings 3.

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(2016). WikiRate. org–Leveraging collective awareness to understand companies’ environmental, social and governance performance. Internet Science: Third International Conference, INSCI 2016, Florence, Italy, September 12-14, 2016, Proceedings 3.

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(2016). Towards air quality estimation using collected multimodal environmental data. Collective Online Platforms for Financial and Environmental Awareness: First International Workshop on the Internet for Financial Collective Awareness and Intelligence, IFIN 2016 and First International Workshop on Internet and Social Media for Environmental Monitoring, ISEM 2016, Florence, Italy, September 12, 2016, Revised Selected Papers 1.

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(2016). Collective Online Platforms for Financial and Environmental Awareness. First International Workshop on Internet and Social Media for Environmental Monitoring, ISEM 2016.

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(2016). Web and social media image forensics for news professionals. In Tenth International AAAI Conference on Web and Social Media.

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(2016). Personalized privacy-aware image classification. Proceedings of the 2016 ACM on international conference on multimedia retrieval.

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(2016). Multimodal event detection and summarization in large scale image collections. Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval.

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(2016). Overview of the special issue on trust and veracity of information in social media. ACM Transactions on Information Systems (TOIS), 34(3), 14.

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(2016). Predicting news popularity by mining online discussions. Proceedings of the 25th international conference companion on world wide web.

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(2016). Increasing transparency and privacy for online social network users–USEMP value model, scoring framework and legal. Privacy Technologies and Policy: Third Annual Privacy Forum, APF 2015, Luxembourg, Luxembourg, October 7-8, 2015, Revised Selected Papers 3.

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(2016). Mgraph: multimodal event summarization in social media using topic models and graph-based ranking. International Journal of Multimedia Information Retrieval.

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(2016). 10th European Summer School in Information Retrieval (ESSIR 2015). ACM SIGIR Forum.

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(2015). Toward an automatic evaluation of retrieval performance with large scale image collections. Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions.

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(2015). Discovery of complex user communities. User Community Discovery.

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(2015). User Community Discovery. Human-Computer Interaction Series.

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(2015). Multimodal graph-based event detection and summarization in social media streams. Proceedings of the 23rd ACM international conference on Multimedia.

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(2015). A Potential Surface Underlying Meaning. Yandex School of Data Analysis Conference, Machine Learning: Prospects and Applications.

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(2015). Report on Standardisation and Dissemination-v2. User USEMP.

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(2015). Verifying Multimedia Use at MediaEval 2015. In MediaEval 2015.

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(2015). The CERTH-UNITN Participation@ Verifying Multimedia Use 2015. In MediaEval 2015.

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(2015). CERTH/CEA LIST at MediaEval Placing Task 2015. In MediaEval 2015.

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(2015). Usemp: Finding diverse images at mediaeval 2015. Multimedia Benchmark Workshop, MediaEval 2015.

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(2015). Social circle discovery in ego-networks by mining the latent structure of user connections and profile attributes. Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015.

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(2015). PScore: a framework for enhancing privacy awareness in online social networks. 2015 10th International conference on availability, reliability and security.

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(2015). Social Multimedia and Storytelling (Guest editors' introduction). IEEE MultiMedia.

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(2015).  Detecting image splicing in the wild (web). In 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (pp. 1-6). IEEE..

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(2015). Visual event summarization on social media using topic modelling and graph-based ranking algorithms. Proceedings of the 5th ACM on International Conference on Multimedia Retrieval.

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(2015). Improving diversity in image search via supervised relevance scoring. Proceedings of the 5th ACM on International Conference on Multimedia Retrieval.

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(2015). Web image size prediction for efficient focused image crawling. 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI).

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(2015). News-oriented multimedia search over multiple social networks. 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI).

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(2015). Learning to detect concepts with Approximate Laplacian Eigenmaps in large-scale and online settings. International Journal of Multimedia Information Retrieval.

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(2015). Media REVEALr A social multimedia monitoring and intelligence system for web multimedia verification. In Pacific-Asia Workshop on Intelligence and Security Informatics (pp. 1-20). Springer..

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(2015). Geotagging social media content with a refined language modelling approach. In Pacific-Asia Workshop on Intelligence and Security Informatics (pp. 21-40). Springer, Cham..

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(2015). Assessing the reliability of facebook user profiling. Proceedings of the 24th International Conference on World Wide Web.

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(2015). Predicting elections for multiple countries using Twitter and polls. IEEE Intelligent Systems.

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(2015). A unified model for socially interconnected multimedia-enriched objects. MultiMedia Modeling: 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part I 21.

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(2014). D9. 3-Market Analysis. USEMP.

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(2014). SocialSensor at MediaEval Placing Task 2014. In MediaEval 2014.

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(2014). Social Event Detection at MediaEval 2014: Challenges, Datasets, and Evaluation. MediaEval.

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(2014). D9. 2-Report on Standardisation and Dissemination-v1. USEMP.

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(2014). An ensemble model for cross-domain polarity classification on twitter. Web Information Systems Engineering–WISE 2014: 15th International Conference, Thessaloniki, Greece, October 12-14, 2014, Proceedings, Part II 15.

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(2014). USEMP at MediaEval Placing Task 2014. Proc. Proceedings of Mediaeval 2014.

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(2014). SocialSensor: Finding Diverse Images at MediaEval 2014. Proceedings of Mediaeval 2014.

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(2014). CERTH@ MediaEval 2014 Social Event Detection Task. Proceedings of Mediaeval 2014.

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(2014). Benchmarking graph databases on the problem of community detection. New Trends in Database and Information Systems II.

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(2014). A comprehensive study over VLAD and product quantization in large-scale image retrieval. IEEE Transactions on Multimedia.

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(2014). A soft frequent pattern mining approach for textual topic detection. Proceedings of the 4th international conference on web intelligence, mining and semantics (WIMS14).

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(2014). Collaborative event annotation in tagged photo collections. Multimedia Tools and Applications.

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(2014). Social multimedia crawling for mining and search. Computer.

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(2014). Two-level Message Clustering for Topic Detection in Twitter. SNOW-DC@ WWW.

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(2014). SNOW 2014 Data Challenge: Assessing the Performance of News Topic Detection Methods in Social Media. Snow-dc@ www.

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(2014). Challenges of computational verification in social multimedia. In Proceedings of the 23rd International Conference on World Wide Web (pp. 743-748). ACM.

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(2014). StreamGrid. Proceedings of the 1st International Workshop on Social Multimedia and Storytelling (SoMuS 2014).

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(2014). SoMuS: Social Multimedia and Storytelling. Proc. First Int’l Workshop Social Multimedia and Storytelling.

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(2014). Social Data and Multimedia Analytics for News and Events Applications. EDBT/ICDT Workshops.

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(2014). Reseed: social event detection dataset. Proceedings of the 5th ACM Multimedia Systems Conference.

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(2014). Social Event Detection at MediaEval: a three-year retrospect of tasks and results. Proceedings of International Workshop on Social Events in Web Multimedia (co-located with ICMR 2014).

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(2014). Tourism Knowledge Discovery in Social Multimedia. Encyclopedia of Information Science and Technology, Third Edition.

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(2014). Collective Intelligence, Overview. Encyclopedia of Social Network Analysis and Mining.

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(2014). Graph-based multimodal clustering for social event detection in large collections of images. MultiMedia Modeling: 20th Anniversary International Conference, MMM 2014, Dublin, Ireland, January 6-10, 2014, Proceedings, Part I 20.

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(2014). Real-time social media indexing and search. IBC2014 Conference, Amsterdam, Netherlands, 11-15 Sept. 2014.

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(2013). Scalable training with approximate incremental laplacian eigenmaps and pca. Proceedings of the 21st ACM international conference on Multimedia.

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(2013). Social event detection at mediaeval 2013: Challenges, datasets, and evaluation. Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop Barcelona, Spain, October 18-19, 2013.

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(2013). Social Multimedia Crawling and Search IEEE Computer Society Special Technical Community on Social Networking E-Letter.

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(2013). SocialSensor: Finding Diverse Images at MediaEval 2013. MediaEval 2013 Workshop, Barcelona, Spain.

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(2013). Eventsense: Capturing the pulse of large-scale events by mining social media streams. Proceedings of the 17th Panhellenic Conference on Informatics.

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(2013). Community structure and evolution analysis of osn interactions around real-world social phenomena. Proceedings of the 17th Panhellenic Conference on Informatics.

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(2013). Compact and Distinctive Visual Vocabularies for Efficient Multimedia Data Indexing. Advances in Databases and Information Systems: 17th East European Conference, ADBIS 2013, Genoa, Italy, September 1-4, 2013. Proceedings 17.

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(2013). Reality mining in urban space. IISA 2013.

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(2013). Large-scale semi-supervised learning by approximate laplacian eigenmaps, VLAD and pyramids. 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS).

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(2013). Sensing trending topics in Twitter. IEEE Transactions on multimedia.

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(2013). Ontology Construction. Proceedings of the 4th ACM Multimedia Systems Conference.

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(2013). The 2012 social event detection dataset. Proceedings of the 4th ACM Multimedia Systems Conference.

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(2013). Semi-supervised concept detection by learning the structure of similarity graphs. Advances in Multimedia Modeling: 19th International Conference, MMM 2013, Huangshan, China, January 7-9, 2013, Proceedings, Part I 19.

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(2012). Social Event Detection at MediaEval 2012: Challenges, Dataset and Evaluation. Working Notes Proceedings of the MediaEval 2012 Workshop.

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(2012). SocialSensor: Surfacing real-time trends and insights from multiple social networks. In Proceedings of the 2012 NEM Summit.

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(2012). CERTH @ MediaEval 2012 Social Event Detection Task. Proceedings of MediaEval 2012 Workshop.

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(2012). Community detection in Social Media: Performance and application considerations. Data mining and knowledge discovery.

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(2012). Social event detection using multimodal clustering and integrating supervisory signals. Proceedings of the 2nd ACM International Conference on Multimedia Retrieval.

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(2012). Cluster-based photo browsing and tagging on the go. Proceedings of the 2nd ACM International Conference on Multimedia Retrieval.

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(2012). An empirical study on the combination of SURF features with VLAD vectors for image search. 2012 13th International Workshop on Image Analysis for Multimedia Interactive Services.

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(2012). Socialsensor: sensing user generated input for improved media discovery and experience. Proceedings of the 21st international conference on World Wide Web.

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(2012). " Making sense of it all" an attempt to aid journalists in analysing and filtering user generated content. Proceedings of the 21st International Conference on World Wide Web.

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(2012). The dynamics of content popularity in social media. Exploring Advances in Interdisciplinary Data Mining and Analytics: New Trends.

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(2012). CERTH's Participation at the Photo Annotation Task of ImageCLEF 2012. CLEF (Online Working Notes/Labs/Workshop).

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(2011). A comparative study of spatial, temporal and content-based patterns emerging in YouTube and Flickr. 2011 International Conference on Computational Aspects of Social Networks (CASoN).

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(2011). Extracting Emergent Semantics from Large-Scale User-Generated Content. ICT Innovations.

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(2011). CERTH@ MediaEval 2011 Social Event Detection Task. CEUR-ws.org.

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(2011). Social Event Detection at MediaEval 2011 Challenges, Dataset and Evaluation. MediaEval 2011 Workshop, Pisa, Italy.

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(2011). Semi-supervised object recognition using flickr images. 2011 9th International Workshop on Content-Based Multimedia Indexing (CBMI).

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(2011). Detecting the long-tail of points of interest in tagged photo collections. 2011 9th International Workshop on Content-Based Multimedia Indexing (CBMI).

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(2011). Leveraging massive user contributions for knowledge extraction. Next Generation Data Technologies for Collective Computational Intelligence.

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(2011). City exploration by use of spatio-temporal analysis and clustering of user contributed photos. Proceedings of the 1st ACM International Conference on Multimedia Retrieval.

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(2011). Community detection in collaborative tagging systems. Community-Built Databases: Research and Development.

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(2011). Massive graph management for the web and web 2.0. New Directions in Web Data Management 1.

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(2011). Emerging, collective intelligence for personal, organisational and social use. Next generation data technologies for collective computational intelligence.

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(2011). Distributed technologies for personalized advertisement delivery. Online Multimedia Advertising: Techniques and Technologies.

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(2011). Cluster-based landmark and event detection for tagged photo collections IEEE Multimedia Magazine.

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(2010). Using event representation and semantic enrichment for managing and reviewing emergency incident logs. Proceedings of the 2nd ACM international workshop on Events in multimedia.

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(2010). ClustTour City exploration by use of hybrid photo clustering. Proceedings of the 18th ACM international conference on Multimedia.

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(2010). Image clustering through community detection on hybrid image similarity graphs. 2010 IEEE International Conference on Image Processing.

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(2010). A graph-based clustering scheme for identifying related tags in folksonomies. Data Warehousing and Knowledge Discovery: 12th International Conference, DAWAK 2010, Bilbao, Spain, August/September 2010. Proceedings 12.

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(2010). Towards content-based patent image retrieval A framework perspective. World Patent Information.

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(2010). Information Extraction from Social Sites SSMS.

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(2010). Analysis of Content Popularity in Social Bookmarking Systems. Social Computing: Concepts, Methodologies, Tools, and Applications.

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(2009). Leveraging collective intelligence through community detection in tag networks. Proceedings of CKCaR.

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(2009). Selection of Associated Content for Content Items. US.

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(2009). Key success factors in internet advertising. Blekinge Institute of Technology, School of Management. Independent thesis Advanced level.

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(2009). Method and System for Recommendation of Content Items. US.

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(2009). Lexical graphs for improved contextual ad recommendation. Advances in Information Retrieval: 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings 31.

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(2009). Bridge bounding A local approach for efficient community discovery in complex networks. arXiv preprint arXiv:0902.0871.

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(2009). Leveraging web 2.0 communities in professional organisations. W3C Workshop on the Future of Social Networking; Barcelona, Spain.

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(2008). AQUAM: automatic query formulation architecture for mobile applications. Proceedings of the 7th international Conference on Mobile and Ubiquitous Multimedia.

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(2008). Integration of Semantic, Metadata and Image Search Engines with a Text Search Engine for Patent Retrieval SemSearch.

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(2008). Towards content-oriented patent document processing. World Patent Information.

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(2008). Digg it Up! Analyzing Popularity Evolution in a Web 2.0 Setting Proceedings of the Workshop on Mining Social Data (MSoDa 2008).

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(2007). A modular framework for ontology-based representation of patent information Legal Knowledge and Information Systems-JURIX 2007: The Twentieth Annual Conference.

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(2005). A region-based approach to conceptual image classification. IEE International Conference on Visual Information Engineering (VIE 2005).

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