Timos Sellis

105 papers A* 11A 7B 2C 2Misc 8Journal 65Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reflection on community-diversified influence maximization in social networks.
Inf. Syst.
Jianxin Li, Taotao Cai, Ke Deng, Timos Sellis, Feng Xia
2024 J jnl
A Multi-Modal Deep Learning Based Approach for House Price Prediction.
CoRR
Md Hasebul Hasan, Md Abid Jahan, Mohammed Eunus Ali, Yuan-Fang Li, Timos Sellis
2024 A* conf
Complex Event Summarization Using Multi-Social Attribute Correlation (Extended Abstract).
ICDE
Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang
2024 A conf
Integrity 2024: Integrity in Social Networks and Media.
WSDM
Lluís Garcia Pueyo, Symeon Papadopoulos, Prathyusha Senthil Kumar, Aristides Gionis, Panayiotis Tsaparas, Vasilis Verroios, Giuseppe Manco, Anton Andryeyev, Stefano Cresci, Timos Sellis, Anthony McCosker
2023 J jnl
A Metadata-Assisted Cascading Ensemble Classification Framework for Automatic Annotation of Open IoT Data.
IEEE Internet Things J.
Federico Montori, Kewen Liao, Matteo De Giosa, Prem Prakash Jayaraman, Luciano Bononi, Timos Sellis, Dimitrios Georgakopoulos
2023 J jnl
Complex Event Summarization Using Multi-Social Attribute Correlation.
IEEE Trans. Knowl. Data Eng.
Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang
2023 J jnl
ExpFinder: A hybrid model for expert finding from text-based expertise data.
Expert Syst. Appl.
Yong-Bin Kang, Hung Du, Abdur Rahim Mohammad Forkan, Prem Prakash Jayaraman, Amir Aryani, Timos Sellis
2023 J jnl
Guest Editorial Special Issue on Online Recommendation Using AI and Big Data Techniques.
IEEE Trans. Knowl. Data Eng.
Lei Chen, Xiangmin Zhou, Xiaochun Yang, Timos Sellis
2023 A conf
Integrity 2023: Integrity in Social Networks and Media.
WSDM
Lluís Garcia Pueyo, Panayiotis Tsaparas, Prathyusha Senthil Kumar, Timos Sellis, Paolo Papotti, Sibel Adali, Giuseppe Manco, Tudor Trufinescu, Gireeja Ranade, James R. Verbus, Mehmet N. Tek, Anthony McCosker
2023 — conf
Re-configuring data practices for Intelligent, Reliable and Responsible decision-making systems.
ACM Europe Summer School
Timos Sellis
2023 J jnl
Top-k Socio-Spatial Co-Engaged Location Selection for Social Users.
IEEE Trans. Knowl. Data Eng.
Nur Al Hasan Haldar, Jianxin Li, Mohammed Eunus Ali, Taotao Cai, Yunliang Chen, Timos Sellis, Mark Reynolds
2023 J jnl
TopicTracker: A platform for topic trajectory identification and visualisation.
SoftwareX
Yong-Bin Kang, Timos Sellis
2022 J jnl
Editorial: Updates to the DSE Leadership and Editorial Board.
Data Sci. Eng.
Timos Sellis
2022 J jnl
Event Popularity Prediction Using Influential Hashtags From Social Media.
IEEE Trans. Knowl. Data Eng.
Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang
2022 A* conf
Event Popularity Prediction Using Influential Hashtags from Social Media (Extended Abstract).
ICDE
Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang
2022 J jnl
Information Resilience: the nexus of responsible and agile approaches to information use.
VLDB J.
Shazia Sadiq, Amir Aryani, Gianluca Demartini, Wen Hua, Marta Indulska, Andrew Burton-Jones, Hassan Khosravi, Diana Benavides Prado, Timos Sellis, Ida Asadi Someh, Rhema Vaithianathan, Sen Wang, Xiaofang Zhou
2022 J jnl
Integrity 2022: Integrity in Social Networks and Media.
CoRR
Lluís Garcia Pueyo, Panayiotis Tsaparas, Anand Bhaskar, Prathyusha Senthil Kumar, Roelof van Zwol, Timos Sellis, Anthony McCosker, Paolo Papotti
2022 J jnl
Keyword aware influential community search in large attributed graphs.
Inf. Syst.
Md. Saiful Islam, Mohammed Eunus Ali, Yong-Bin Kang, Timos Sellis, Farhana Murtaza Choudhury, Shamik Roy
2022 J jnl
Location-Centered House Price Prediction: A Multi-Task Learning Approach.
ACM Trans. Intell. Syst. Technol.
Guangliang Gao, Zhifeng Bao, Jie Cao, A. K. Qin, Timos Sellis
2022 — conf
PathOracle: A Deep Learning Based Trip Planner for Daily Commuters.
ECML/PKDD (6)
Md. Tareq Mahmood, Mohammed Eunus Ali, Muhammad Aamir Cheema, Syed Md. Mukit Rashid, Timos Sellis
2022 J jnl
Social-Spatial Group Queries with Keywords.
ACM Trans. Spatial Algorithms Syst.
Sajid Hasan Apon, Mohammed Eunus Ali, Bishwamittra Ghosh, Timos Sellis
2022 J jnl
Target-Aware Holistic Influence Maximization in Spatial Social Networks.
IEEE Trans. Knowl. Data Eng.
Taotao Cai, Jianxin Li, Ajmal Mian, Rong-Hua Li, Timos Sellis, Jeffrey Xu Yu
2021 J jnl
AOI-shapes: An Efficient Footprint Algorithm to Support Visualization of User-defined Urban Areas of Interest.
ACM Trans. Interact. Intell. Syst.
Mingzhao Li, Zhifeng Bao, Farhana Murtaza Choudhury, Hanan Samet, Matt Duckham, Timos Sellis
2021 J jnl
Big data analytics in healthcare - A systematic literature review and roadmap for practical implementation.
IEEE CAA J. Autom. Sinica
Imran Sohail, Tariq Mahmood, Ahsan Morshed, Timos Sellis
2021 J jnl
Boosting house price predictions using geo-spatial network embedding.
Data Min. Knowl. Discov.
Sarkar Snigdha Sarathi Das, Mohammed Eunus Ali, Yuan-Fang Li, Yong-Bin Kang, Timos Sellis
2021 J jnl
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITS.
CoRR
Yong-Bin Kang, Hung Du, Abdur Rahim Mohammad Forkan, Prem Prakash Jayaraman, Amir Aryani, Timos Sellis
2021 J jnl
Guest Editorial: Advanced Complex Data Analytics for Smart City Industrial Environment.
IEEE Trans. Ind. Informatics
Jianxin Li, Yong Xiang, Timos Sellis, Jie Xiong
2021 A conf
Integrity 2021: Integrity in Social Networks and Media.
WSDM
Lluis Garcia Pueyo, Anand Bhaskar, Roelof van Zwol, Timos Sellis, Gireeja Ranade, Prathyusha Senthil Kumar, Yu Sun, Joy Zhang
2021 J jnl
Link maintenance for integrity in linked open data evolution: Literature survey and open challenges.
Semantic Web
André Gomes Regino, Júlio Cesar dos Reis, Rodrigo Bonacin, Ahsan Morshed, Timos Sellis
2021 J jnl
Methodology for refining subject terms and supporting subject indexing with taxonomy: A case study of the APO digital repository.
Decis. Support Syst.
Yong-Bin Kang, Jihoon Woo, Les Kneebone, Timos Sellis
2021 J jnl
TopicTracker: A Platform for Topic Trajectory Identification and Visualisation.
CoRR
Yong-Bin Kang, Timos Sellis
2020 B conf
A Novel DNN Training Framework via Data Sampling and Multi-Task Optimization.
IJCNN
Boyu Zhang, A. K. Qin, Hong Pan, Timos Sellis
2020 J jnl
A Novel DNN Training Framework via Data Sampling and Multi-Task Optimization.
CoRR
Boyu Zhang, A. K. Qin, Hong Pan, Timos Sellis
2020 C conf
A Unified Approach for Analysing Computer Science Courses: An Australian Case Study.
ICCE
Sameera Jayaratna, Caslon Chua, Mohammed Eunus Ali, Timos Sellis
2020 C conf
A Unified Approach to Quantitatively Measure the Similarity of Computer Science Units in Australia.
FIE
Sameera Jayaratna, Timos Sellis, Caslon Chua, Mohammed Eunus Ali
2020 — conf
Analysing the Learning Paths of Computer Science Students via Trajectory Analytics.
TALE
Sameera Jayaratna, Timos Sellis, Caslon Chua, Mohammed Eunus Ali
2020 A* conf
Anchored Vertex Exploration for Community Engagement in Social Networks.
ICDE
Taotao Cai, Jianxin Li, Nur Al Hasan Haldar, Ajmal Mian, John Yearwood, Timos Sellis
2020 J jnl
Big data analytics in telecommunications: literature review and architecture recommendations.
IEEE CAA J. Autom. Sinica
Hira Zahid, Tariq Mahmood, Ahsan Morshed, Timos Sellis
2020 J jnl
Boosting House Price Predictions using Geo-Spatial Network Embedding.
CoRR
Sarkar Snigdha Sarathi Das, Mohammed Eunus Ali, Yuan-Fang Li, Yong-Bin Kang, Timos Sellis
2020 J jnl
Community-diversified influence maximization in social networks.
Inf. Syst.
Jianxin Li, Taotao Cai, Ke Deng, Xinjue Wang, Timos Sellis, Feng Xia
2020 J jnl
Extending Big Data Management via Semantics: Recent Innovations.
Inf. Syst.
Alfredo Cuzzocrea, Timos Sellis
2020 J jnl
Incremental preference adjustment: a graph-theoretical approach.
VLDB J.
Liangjun Song, Junhao Gan, Zhifeng Bao, Boyu Ruan, H. V. Jagadish, Timos Sellis
2020 J jnl
Inferring Location Types With Geo-Social-Temporal Pattern Mining.
IEEE Access
Tarique Anwar, Kewen Liao, Angelic Goyal, Timos Sellis, A. S. M. Kayes, Haifeng Shen
2020 J jnl
ReEx: An integrated architecture for preference model representation and explanation.
Expert Syst. Appl.
Farhad Zafari, Irene Moser, Timos Sellis
2020 J jnl
Temporal betweenness centrality in dynamic graphs.
Int. J. Data Sci. Anal.
Ioanna Tsalouchidou, Ricardo Baeza-Yates, Francesco Bonchi, Kewen Liao, Timos Sellis
2020 J jnl
Top-k Socio-Spatial Co-engaged Location Selection for Social Users.
CoRR
Nur Al Hasan Haldar, Jianxin Li, Mohammed Eunus Ali, Taotao Cai, Timos Sellis, Mark Reynolds
2019 — conf
Fast Anomaly Detection in Multiple Multi-Dimensional Data Streams.
IEEE BigData
Hongyu Sun, Qiang He, Kewen Liao, Timos Sellis, Longkun Guo, Xuyun Zhang, Jun Shen, Feifei Chen
2019 J jnl
Fast Large-Scale Trajectory Clustering.
Proc. VLDB Endow.
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Xiaolin Qin
2019 A conf
Interactive Visualization of Urban Areas of Interest: A Parameter-Free and Efficient Footprint Method.
WSDM
Mingzhao Li, Zhifeng Bao, Farhana Murtaza Choudhury, Timos Sellis
2019 J jnl
Keyword Aware Influential Community Search in Large Attributed Graphs.
CoRR
Md. Saiful Islam, Mohammed Eunus Ali, Yong-Bin Kang, Timos Sellis, Farhana Murtaza Choudhury
2019 J jnl
Location prediction in large-scale social networks: an in-depth benchmarking study.
VLDB J.
Nur Al Hasan Haldar, Jianxin Li, Mark Reynolds, Timos Sellis, Jeffrey Xu Yu
2019 J jnl
Location-Centered House Price Prediction: A Multi-Task Learning Approach.
CoRR
Guangliang Gao, Zhifeng Bao, Jie Cao, A. K. Qin, Timos Sellis, Zhiang Wu
2019 J jnl
On effective and efficient graph edge labeling.
Distributed Parallel Databases
Oshini Goonetilleke, Danai Koutra, Kewen Liao, Timos Sellis
2019 J jnl
Special Section on the International Conference on Data Engineering 2016.
IEEE Trans. Knowl. Data Eng.
Meichun Hsu, Alfons Kemper, Timos Sellis
2019 J jnl
Top-k trajectories with the best view.
GeoInformatica
Nafis Irtiza Tripto, Mahjabin Nahar, Mohammed Eunus Ali, Farhana Murtaza Choudhury, J. Shane Culpepper, Timos Sellis
2019 — conf
Understanding Link Changes in LOD via the Evolution of Life Science Datasets.
SeWeBMeDa@ISWC
André Gomes Regino, Julio Kiyoshi Rodrigues Matsoui, Júlio Cesar dos Reis, Rodrigo Bonacin, Ahsan Morshed, Timos Sellis
2019 A conf
VisCrime: A Crime Visualisation System for Crime Trajectory from Multi-Dimensional Sources.
WSDM
Ahsan Morshed, Pei-Wei Tsai, Prem Prakash Jayaraman, Timos Sellis, Dimitrios Georgakopoulos, Sam Burke, Shane Joachim, Ming-Sheng Quah, Stefan Tsvetkov, Jason Liew, Corey Jenkins
2019 Misc conf
VisCrimePredict: a system for crime trajectory prediction and visualisation from heterogeneous data sources.
SAC
Ahsan Morshed, Abdur Rahim Mohammad Forkan, Pei-Wei Tsai, Prem Prakash Jayaraman, Timos Sellis, Dimitrios Georgakopoulos, Irene Moser, Rajiv Ranjan
2018 A* conf
A Fast Algorithm for Optimally Finding Partially Disjoint Shortest Paths.
IJCAI
Longkun Guo, Yunyun Deng, Kewen Liao, Qiang He, Timos Sellis, Zheshan Hu
2018 J jnl
A Trajectory Calculus for Qualitative Spatial Reasoning Using Answer Set Programming.
CoRR
George Baryannis, Ilias Tachmazidis, Sotiris Batsakis, Grigoris Antoniou, Mario Alviano, Timos Sellis, Pei-Wei Tsai
2018 J jnl
A Trajectory Calculus for Qualitative Spatial Reasoning Using Answer Set Programming.
Theory Pract. Log. Program.
George Baryannis, Ilias Tachmazidis, Sotiris Batsakis, Grigoris Antoniou, Mario Alviano, Timos Sellis, Pei-Wei Tsai
2018 J jnl
Batch Processing of Top-
ACM Trans. Spatial Algorithms Syst.
Farhana Murtaza Choudhury, J. Shane Culpepper, Zhifeng Bao, Timos Sellis
2018 J jnl
Capturing the Spatiotemporal Evolution in Road Traffic Networks.
IEEE Trans. Knowl. Data Eng.
Tarique Anwar, Chengfei Liu, Hai Le Vu, Md. Saiful Islam, Timos Sellis
2018 — conf
Classification and Annotation of Open Internet of Things Datastreams.
WISE (2)
Federico Montori, Kewen Liao, Prem Prakash Jayaraman, Luciano Bononi, Timos Sellis, Dimitrios Georgakopoulos
2018 J jnl
ConcaveCubes: Supporting Cluster-based Geographical Visualization in Large Data Scale.
Comput. Graph. Forum
Mingzhao Li, Farhana Murtaza Choudhury, Zhifeng Bao, Hanan Samet, Timos Sellis
2018 Misc conf
DistClusTree: A Framework for Distributed Stream Clustering.
ADC
Zhinoos Razavi Hesabi, Timos Sellis, Kewen Liao
2018 J jnl
Efficient Algorithms for Flexible Sweep Coverage in Crowdsensing.
IEEE Access
Peihuang Huang, Wenxing Zhu, Kewen Liao, Timos Sellis, Zhiyong Yu, Longkun Guo
2018 A conf
Evolutionary feature subspaces generation for ensemble classification.
GECCO
Boyu Zhang, A. K. Qin, Timos Sellis
2018 J jnl
Finding the optimal location and keywords in obstructed and unobstructed space.
VLDB J.
Farhana Murtaza Choudhury, J. Shane Culpepper, Zhifeng Bao, Timos Sellis
2018 J jnl
From Homomorphisms to Embeddings: A Novel Approach for Mining Embedded Patterns from Large Tree Data.
Big Data Res.
Xiaoying Wu, Dimitri Theodoratos, Timos Sellis
2018 A* conf
Geo-Social Influence Spanning Maximization.
ICDE
Jianxin Li, Timos Sellis, J. Shane Culpepper, Zhenying He, Chengfei Liu, Junhu Wang
2018 A* conf
Holistic Influence Maximization for Targeted Advertisements in Spatial Social Networks.
ICDE
Jianxin Li, Taotao Cai, Ajmal Mian, Rong-Hua Li, Timos Sellis, Jeffrey Xu Yu
2018 J jnl
HomeSeeker: A visual analytics system of real estate data.
J. Vis. Lang. Comput.
Mingzhao Li, Zhifeng Bao, Timos Sellis, Shi Yan, Rui Zhang
2018 A* conf
Reverse k Nearest Neighbor Search over Trajectories (Extended Abstract).
ICDE
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Gao Cong
2018 J jnl
Reverse k Nearest Neighbor Search over Trajectories.
IEEE Trans. Knowl. Data Eng.
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Gao Cong
2018 J jnl
Social event detection with retweeting behavior correlation.
Expert Syst. Appl.
Xi Chen, Xiangmin Zhou, Timos Sellis, Xue Li
2018 Misc conf
Social-Textual Query Processing on Graph Database Systems.
ADC
Oshini Goonetilleke, Timos Sellis, Xiuzhen Zhang
2018 A conf
Supporting Large-scale Geographical Visualization in a Multi-granularity Way.
WSDM
Mingzhao Li, Zhifeng Bao, Farhana Murtaza Choudhury, Timos Sellis
2018 J jnl
The Flexible Socio Spatial Group Queries.
Proc. VLDB Endow.
Bishwamittra Ghosh, Mohammed Eunus Ali, Farhana Murtaza Choudhury, Sajid Hasan Apon, Timos Sellis, Jianxin Li
2018 J jnl
The Maximum Trajectory Coverage Query in Spatial Databases.
CoRR
Mohammed Eunus Ali, Kaysar Abdullah, Shadman Saqib Eusuf, Farhana Murtaza Choudhury, J. Shane Culpepper, Timos Sellis
2018 J jnl
The Maximum Trajectory Coverage Query in Spatial Databases.
Proc. VLDB Endow.
Mohammed Eunus Ali, Shadman Saqib Eusuf, Kaysar Abdullah, Farhana Murtaza Choudhury, J. Shane Culpepper, Timos Sellis
2017 J jnl
A hierarchical aggregation framework for efficient multilevel visual exploration and analysis.
Semantic Web
Nikos Bikakis, George Papastefanatos, Melina Skourla, Timos Sellis
2017 — ed.
Algorithmic Aspects of Cloud Computing - Second International Workshop, ALGOCLOUD 2016, Aarhus, Denmark, August 22, 2016, Revised Selected Papers
ALGOCLOUD
Timos Sellis, Konstantinos Oikonomou
2017 A* conf
Answering Top-k Exemplar Trajectory Queries.
ICDE
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, Xiaolin Qin
2017 — conf
Automated density-based clustering of spatial urban data for interactive data exploration.
INFOCOM Workshops
Erica Rosalina, Flora D. Salim, Timos Sellis
2017 J jnl
CDS: Collaborative distant supervision for Twitter account classification.
Expert Syst. Appl.
Lishan Cui, Xiuzhen Zhang, A. K. Qin, Timos Sellis, Lifang Wu
2017 J jnl
Crowdsourced Coverage as a Service: Two-Level Composition of Sensor Cloud Services.
IEEE Trans. Knowl. Data Eng.
Azadeh Ghari Neiat, Athman Bouguettaya, Timos Sellis, Sajib Mistry
2017 J jnl
Deep Osmosis: Holistic Distributed Deep Learning in Osmotic Computing.
IEEE Cloud Comput.
Ahsan Morshed, Prem Prakash Jayaraman, Timos Sellis, Dimitrios Georgakopoulos, Massimo Villari, Rajiv Ranjan
2017 B conf
Edge Labeling Schemes for Graph Data.
SSDBM
Oshini Goonetilleke, Danai Koutra, Timos Sellis, Kewen Liao
2017 J jnl
Geo-Social Influence Spanning Maximization.
IEEE Trans. Knowl. Data Eng.
Jianxin Li, Timos Sellis, J. Shane Culpepper, Zhenying He, Chengfei Liu, Junhu Wang
2017 A* conf
Monitoring the Top-m Rank Aggregation of Spatial Objects in Streaming Queries.
ICDE
Farhana Murtaza Choudhury, Zhifeng Bao, J. Shane Culpepper, Timos Sellis
2017 A* conf
Most Influential Community Search over Large Social Networks.
ICDE
Jianxin Li, Xinjue Wang, Ke Deng, Xiaochun Yang, Timos Sellis, Jeffrey Xu Yu
2017 A* conf
Personalized Influential Topic Search via Social Network Summarization.
ICDE
Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Yi Chen, Timos Sellis, J. Shane Culpepper
2017 J jnl
Semantics-Aware Approaches to Big Data Engineering.
J. Data Semant.
Alfredo Cuzzocrea, Timos Sellis
2017 J jnl
Shrink: Distance preserving graph compression.
Inf. Syst.
Amin Sadri, Flora D. Salim, Yongli Ren, Masoomeh Zameni, Jeffrey Chan, Timos Sellis
2017 J jnl
Towards an asynchronous aggregation-capable watermark for end-to-end protection of big data streams.
Future Gener. Comput. Syst.
Arezou Soltani Panah, Ron G. van Schyndel, Timos Sellis
2016 Misc conf
Interactive Trip Planning Using Activity Trajectories.
ADCS
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, Munkh-Erdene Yadamjav
2016 Misc conf
Joint Top-k Subscription Query Processing over Microblog Threads.
ADC
Liangjun Song, Zhifeng Bao, Farhana Murtaza Choudhury, Timos Sellis
2016 J jnl
Location Estimation Using Crowdsourced Spatial Relations.
ACM Trans. Spatial Algorithms Syst.
Georgios Skoumas, Dieter Pfoser, Anastasios Kyrillidis, Timos Sellis
2016 J jnl
Monitoring the Top-m Aggregation in a Sliding Window of Spatial Queries.
CoRR
Farhana Murtaza Choudhury, Zhifeng Bao, J. Shane Culpepper, Timos Sellis
2016 Misc conf
Prescriptive Analytics for Big Data.
ADC
Reza Soltanpoor, Timos Sellis
2016 Misc conf
Spatial Textual Top-k Search in Mobile Peer-to-Peer Networks.
ADC
Thao P. Nghiem, Cong Ma, J. Shane Culpepper, Timos Sellis
2016 Misc conf
Visualization-Aided Exploration of the Real Estate Data.
ADC
Mingzhao Li, Zhifeng Bao, Timos Sellis, Shi Yan
2014 — conf
Efficient Identification of the Highest Diversity Gain Object.
ISIP
Dimitris Sacharidis, Timos Sellis
2009 — ed.
Business Intelligence for the Real-Time Enterprise - Second International Workshop, BIRTE 2008, Auckland, New Zealand, August 24, 2008, Revised Selected Papers
BIRTE
Malú Castellanos, Umeshwar Dayal, Timos Sellis