Clustering Declustered Data for Efficient Retrieval. - Hakan Ferhatosmanoglu; Divyakant Agrawal; Amr El Abbadi (CIKM, 1999)

Concentric Hyperspaces and Disk Allocation for Fast Parallel Range Searching. - Hakan Ferhatosmanoglu; Divyakant Agrawal; Amr El Abbadi (ICDE, 1999)

Dimensionality Reduction and Similarity Computation by Inner Product Approximations. - Ömer Egecioglu; Hakan Ferhatosmanoglu (CIKM, 2000)

Vector Approximation based Indexing for Non-uniform High Dimensional Data Sets. - Hakan Ferhatosmanoglu; Ertem Tuncel; Divyakant Agrawal; Amr El Abbadi (CIKM, 2000)

Efficient Processing of Conical Queries. - Hakan Ferhatosmanoglu; Divyakant Agrawal; Amr El Abbadi (CIKM, 2001)

Optimal Partitioning for Efficient I/O in Spatial Databases. - Hakan Ferhatosmanoglu; Divyakant Agrawal; Amr El Abbadi (Euro-Par, 2001)

Approximate Nearest Neighbor Searching in Multimedia Databases. - Hakan Ferhatosmanoglu; Ertem Tuncel; Divyakant Agrawal; Amr El Abbadi (ICDE, 2001)

Constrained Nearest Neighbor Queries. - Hakan Ferhatosmanoglu; Ioana Stanoi; Divyakant Agrawal; Amr El Abbadi (SSTD, 2001)

Vulnerabilities in similarity search based systems. - Ali Saman Tosun; Hakan Ferhatosmanoglu (CIKM, 2002)

Optimal Parallel I/O Using Replication. - Ali Saman Tosun; Hakan Ferhatosmanoglu (ICPP Workshops, 2002)

VQ-index: an index structure for similarity searching in multimedia databases. - Ertem Tuncel; Hakan Ferhatosmanoglu; Kenneth Rose (ACM Multimedia, 2002)

Effective Indexing and Filtering for Similarity Search in Large Biosequence Databases. - Ozgur Ozturk; Hakan Ferhatosmanoglu (BIBE, 2003)

Dimensionality reduction using magnitude and shape approximations. - Ümit Y. Ogras; Hakan Ferhatosmanoglu (CIKM, 2003)

High dimensional reverse nearest neighbor queries. - Amit Singh; Hakan Ferhatosmanoglu; Ali Saman Tosun (CIKM, 2003)

CoMRI: A Compressed Multi-Resolution Index Structure for Sequence Similarity Queries. - Hong Sun; Ozgur Ozturk; Hakan Ferhatosmanoglu (CSB, 2003)

Peer-to-Peer Spatial Queries in Sensor Networks. - Murat Demirbas; Hakan Ferhatosmanoglu (Peer-to-Peer Computing, 2003)

Efficient k-NN Search on Streaming Data Series. - Xiaoyan Liu; Hakan Ferhatosmanoglu (SSTD, 2003)

A Time Series Analysis of Microarray Data. - Selnur Erdal; Ozgur Ozturk; David L. Armbruster; Hakan Ferhatosmanoglu; William C. Ray (BIBE, 2004)

Replicated Declustering of Spatial Data. - Hakan Ferhatosmanoglu; Aravind Ramachandran; Ali Saman Tosun (PODS, 2004)

Dimensionality Reduction and Similarity Computation by Inner-Product Approximations. - Ömer Egecioglu; Hakan Ferhatosmanoglu; Ümit Y. Ogras (IEEE Trans. Knowl. Data Eng., 2004)

Compressing Bitmap Indices by Data Reorganization. - Ali Pinar; Tao Tao; Hakan Ferhatosmanoglu (ICDE, 2005)

Optimal Data-Space Partitioning of Spatial Data for Parallel I/O. - Hakan Ferhatosmanoglu; Divyakant Agrawal; Ömer Egecioglu; Amr El Abbadi (Distributed Parallel Databases, 2005)

Vector Space Indexing for Biosequence Similarity Searches. - Ozgur Ozturk; Hakan Ferhatosmanoglu (Int. J. Artif. Intell. Tools, 2005)

Indexing Incomplete Databases. - Guadalupe Canahuate; Michael Gibas; Hakan Ferhatosmanoglu (EDBT, 2006)

A Vision for Cyberinfrastructure for Coastal Forecasting and Change Analysis. - Gagan Agrawal; Hakan Ferhatosmanoglu; Xutong Niu; Keith W. Bedford; Ron Li (GSN, 2006)

Approximate Encoding for Direct Access and Query Processing over Compressed Bitmaps. - Tan Apaydin; Guadalupe Canahuate; Hakan Ferhatosmanoglu; Ali Saman Tosun (VLDB, 2006)

Efficient parallel processing of range queries through replicated declustering. - Hakan Ferhatosmanoglu; Ali Saman Tosun; Guadalupe Canahuate; Aravind Ramachandran (Distributed Parallel Databases, 2006)

High dimensional nearest neighbor searching. - Hakan Ferhatosmanoglu; Ertem Tuncel; Divyakant Agrawal; Amr El Abbadi (Inf. Syst., 2006)

Information Mining Over Heterogeneous and High-Dimensional Time-Series Data in Clinical Trials Databases. - Fatih Altiparmak; Hakan Ferhatosmanoglu; Selnur Erdal; Donald C. Trost (IEEE Trans. Inf. Technol. Biomed., 2006)

Access Structures for Angular Similarity Queries. - Tan Apaydin; Hakan Ferhatosmanoglu (IEEE Trans. Knowl. Data Eng., 2006)

Online summarization of dynamic time series data. - Ümit Y. Ogras; Hakan Ferhatosmanoglu (VLDB J., 2006)

A Multi-metric Similarity Based Analysis of Microarray Data. - Fatih Altiparmak; Selnur Erdal; Ozgur Ozturk; Hakan Ferhatosmanoglu (BIBM, 2007)

Incremental Quantization for Aging Data Streams. - Fatih Altiparmak; David Chiu 001; Hakan Ferhatosmanoglu (ICDM Workshops, 2007)

Update Conscious Bitmap Indices. - Guadalupe Canahuate; Michael Gibas; Hakan Ferhatosmanoglu (SSDBM, 2007)

A General Framework for Modeling and Processing Optimization Queries. - Michael Gibas; Ning Zheng; Hakan Ferhatosmanoglu (VLDB, 2007)

LFM-Pro: a tool for detecting significant local structural sites in proteins. - Ahmet Sacan; Ozgur Ozturk; Hakan Ferhatosmanoglu; Yusu Wang 001 (Bioinform., 2007)

Data space mapping for efficient I/O in large multi-dimensional databases. - Hakan Ferhatosmanoglu; Aravind Ramachandran; Divyakant Agrawal; Amr El Abbadi (Inf. Syst., 2007)

Distance-based indexing of residue contacts for protein structure retrieval and alignment. - Ahmet Sacan; Ismail H. Toroslu; Hakan Ferhatosmanoglu (BIBE, 2008)

Automated Data Discovery in Similarity Score Queries. - Fatih Altiparmak; Ali Saman Tosun; Hakan Ferhatosmanoglu; Ahmet Sacan (DASFAA, 2008)

Dynamic data organization for bitmap indices. - Tan Apaydin; Hakan Ferhatosmanoglu; Guadalupe Canahuate; Ali Saman Tosun (Infoscale, 2008)

Analysis of Basic Data Reordering Techniques. - Tan Apaydin; Ali Saman Tosun; Hakan Ferhatosmanoglu (SSDBM, 2008)

CellTrack: an open-source software for cell tracking and motility analysis. - Ahmet Sacan; Hakan Ferhatosmanoglu; Huseyin Coskun (Bioinform., 2008)

Integrated search and alignment of protein structures. - Ahmet Sacan; Ismail Hakki Toroslu; Hakan Ferhatosmanoglu (Bioinform., 2008)

An enhanced partial order curve comparison algorithm and its application to analyzing protein folding trajectories. - Hong Sun; Hakan Ferhatosmanoglu; Motonori Ota; Yusu Wang 001 (BMC Bioinform., 2008)

Incremental Maintenance of Online Summaries Over Multiple Streams. - Fatih Altiparmak; Ertem Tuncel; Hakan Ferhatosmanoglu (IEEE Trans. Knowl. Data Eng., 2008)

Online Index Recommendations for High-Dimensional Databases Using Query Workloads. - Michael Gibas; Guadalupe Canahuate; Hakan Ferhatosmanoglu (IEEE Trans. Knowl. Data Eng., 2008)

Indexing, High Dimensional. - Michael Gibas; Hakan Ferhatosmanoglu (Encyclopedia of GIS, 2008)

Mutual Information Based Extrinsic Similarity for Microarray Analysis. - Duygu Ucar; Fatih Altiparmak; Hakan Ferhatosmanoglu; Srinivasan Parthasarathy 001 (BICoB, 2009)

Secondary bitmap indexes with vertical and horizontal partitioning. - Guadalupe Canahuate; Tan Apaydin; Ahmet Sacan; Hakan Ferhatosmanoglu (EDBT, 2009)

MicroarrayDesigner: an online search tool and repository for near-optimal microarray experimental designs. - Ahmet Sacan; Nilgun Ferhatosmanoglu; Hakan Ferhatosmanoglu (BMC Bioinform., 2009)

Bitmap-based Index Structures. - Guadalupe Canahuate; Hakan Ferhatosmanoglu (Encyclopedia of Database Systems, 2009)

Relationship preserving feature selection for unlabelled clinical trials time-series. - Fatih Altiparmak; Michael Gibas; Hakan Ferhatosmanoglu (BCB, 2010)

Identifying breakpoints in public opinion. - Cuneyt Gurcan Akcora; Murat Ali Bayir; Murat Demirbas; Hakan Ferhatosmanoglu (SOMA@KDD, 2010)

Short text classification in twitter to improve information filtering. - Bharath Sriram; Dave Fuhry; Engin Demir; Hakan Ferhatosmanoglu; Murat Demirbas (SIGIR, 2010)

Crowd-sourced sensing and collaboration using twitter. - Murat Demirbas; Murat Ali Bayir; Cuneyt Gurcan Akcora; Yavuz Selim Yilmaz; Hakan Ferhatosmanoglu (WOWMOM, 2010)

LineKing: Crowdsourced Line Wait-Time Estimation Using Smartphones. - Muhammed Fatih Bulut; Yavuz Selim Yilmaz; Murat Demirbas; Nilgun Ferhatosmanoglu; Hakan Ferhatosmanoglu (MobiCASE, 2012)

A large-scale sentiment analysis for Yahoo! answers. - Onur Kucuktunc; Berkant Barla Cambazoglu; Ingmar Weber; Hakan Ferhatosmanoglu (WSDM, 2012)

Smolign: A Spatial Motifs-Based Protein Multiple Structural Alignment Method. - Hong Sun; Ahmet Sacan; Hakan Ferhatosmanoglu; Yusu Wang 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Action recognition in a high-dimensional feature space. - Hande Adiguzel; Hayrettin Erdem; Hakan Ferhatosmanoglu; Pinar Duygulu (SIU, 2013)

Aggregate Profile Clustering for Telco Analytics. - Mehmet Ali Abbasoglu; Bugra Gedik; Hakan Ferhatosmanoglu (Proc. VLDB Endow., 2013)

Diversity based Relevance Feedback for Time Series Search. - Bahaeddin Eravci; Hakan Ferhatosmanoglu (Proc. VLDB Endow., 2013)

λ-Diverse Nearest Neighbors Browsing for Multidimensional Data. - Onur Kucuktunc; Hakan Ferhatosmanoglu (IEEE Trans. Knowl. Data Eng., 2013)

Temporal Workload-Aware Replicated Partitioning for Social Networks. - Ata Turk; R. Oguz Selvitopi; Hakan Ferhatosmanoglu; Cevdet Aykanat (IEEE Trans. Knowl. Data Eng., 2014)

Aggregate Profile Clustering for Streaming Analytics. - Mehmet Ali Abbasoglu; Bugra Gedik; Hakan Ferhatosmanoglu (Comput. J., 2015)

LineKing: Coffee Shop Wait-Time Monitoring Using Smartphones. - Muhammed Fatih Bulut; Murat Demirbas; Hakan Ferhatosmanoglu (IEEE Trans. Mob. Comput., 2015)

S3-TM: scalable streaming short text matching. - Fuat Basik; Bugra Gedik; Hakan Ferhatosmanoglu; Mert Emin Kalender (VLDB J., 2015)

Scaling forecasting algorithms using clustered modeling. - Izzeddin Gür; Mehmet Güvercin; Hakan Ferhatosmanoglu (VLDB J., 2015)

Location Recommendations for New Businesses Using Check-in Data. - Bahaeddin Eravci; Neslihan Bulut; Çagri Etemoglu; Hakan Ferhatosmanoglu (ICDM Workshops, 2016)

Generating Time-Varying Road Network Data Using Sparse Trajectories. - Elif Eser; Furkan Kocayusufoglu; Bahaeddin Eravci; Hakan Ferhatosmanoglu; Josep Lluís Larriba-Pey (ICDM Workshops, 2016)

Learning to Un-Rank: Quantifying Search Exposure for Users in Online Communities. - Asia J. Biega; Azin Ghazimatin; Hakan Ferhatosmanoglu; Krishna P. Gummadi; Gerhard Weikum (CIKM, 2017)

Predicting Optimal Facility Location without Customer Locations. - Emre Yilmaz 002; Sanem Elbasi; Hakan Ferhatosmanoglu (KDD, 2017)

Understanding and Predicting Trends in Urban Freight Transport. - Petar Mrazovic; Bahaeddin Eravci; Josep Lluís Larriba-Pey; Hakan Ferhatosmanoglu; Mihhail Matskin (MDM, 2017)

Call center text mining approach. - Ibrahim Onuralp Yigit; Ahmet Feyzi Ates; Mehmet Güvercin; Hakan Ferhatosmanoglu; Bugra Gedik (SIU, 2017)

Distributed block formation and layout for disk-based management of large-scale graphs. - Abdurrahman Yasar; Bugra Gedik; Hakan Ferhatosmanoglu (Distributed Parallel Databases, 2017)

ALACA: A platform for dynamic alarm collection and alert notification in network management systems. - Selçuk Emre Solmaz; Bugra Gedik; Hakan Ferhatosmanoglu; Selçuk Sözüer; Engin Zeydan; Çagri Özgenc Etemoglu (Int. J. Netw. Manag., 2017)

Indexing, High Dimensional. - Michael Gibas; Hakan Ferhatosmanoglu (Encyclopedia of GIS, 2017)

Multi-vehicle Route Planning for Efficient Urban Freight Transport. - Petar Mrazovic; Elif Eser; Hakan Ferhatosmanoglu; Josep Lluís Larriba-Pey; Mihhail Matskin (IEEE Conf. on Intelligent Systems, 2018)

VISIR: Visual and Semantic Image Label Refinement. - Sreyasi Nag Chowdhury; Niket Tandon; Hakan Ferhatosmanoglu; Gerhard Weikum (WSDM, 2018)

Diverse Relevance Feedback for Time Series with Autoencoder Based Summarizations. - Bahaeddin Eravci; Hakan Ferhatosmanoglu (IEEE Trans. Knowl. Data Eng., 2018)

Spatio-Temporal Linkage over Location-Enhanced Services. - Fuat Basik; Bugra Gedik; Çagri Etemoglu; Hakan Ferhatosmanoglu (IEEE Trans. Mob. Comput., 2018)

Bitmap-Based Index Structures. - Guadalupe Canahuate; Hakan Ferhatosmanoglu (Encyclopedia of Database Systems (2nd ed.), 2018)

Characterizing the impact of geometric properties of word embeddings on task performance. - Brendan Whitaker; Denis Newman-Griffis; Aparajita Haldar; Hakan Ferhatosmanoglu; Eric Fosler-Lussier (CoRR, 2019)

Privacy-Preserving Aggregate Queries for Optimal Location Selection. - Emre Yilmaz 002; Hakan Ferhatosmanoglu; Erman Ayday; Remzi Can Aksoy (IEEE Trans. Dependable Secur. Comput., 2019)

Topic-Based Influence Computation in Social Networks Under Resource Constraints. - Kaan Bingöl; Bahaeddin Eravci; Çagri Özgenç Etemoglu; Hakan Ferhatosmanoglu; Bugra Gedik (IEEE Trans. Serv. Comput., 2019)

Cascade-aware partitioning of large graph databases. - Gunduz Vehbi Demirci; Hakan Ferhatosmanoglu; Cevdet Aykanat (VLDB J., 2019)

Variational Recurrent Sequence-to-Sequence Retrieval for Stepwise Illustration. - Vishwash Batra; Aparajita Haldar; Yulan He 001; Hakan Ferhatosmanoglu; George Vogiatzis; Tanaya Guha (ECIR (1), 2020)

SLIM: Scalable Linkage of Mobility Data. - Fuat Basik; Hakan Ferhatosmanoglu; Bugra Gedik (SIGMOD Conference, 2020)

An Axiomatic Role Similarity Measure Based on Graph Topology. - Weiren Yu; Sima Iranmanesh; Aparajita Haldar; Maoyin Zhang; Hakan Ferhatosmanoglu (SFDI/LSGDA@VLDB, 2020)

D3P: Data-driven Demand Prediction for Fast Expanding Electric Vehicle Sharing Systems. - Man Luo 001; Bowen Du 002; Konstantin Klemmer; Hongming Zhu; Hakan Ferhatosmanoglu; Hongkai Wen 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

PPQ-Trajectory: Spatio-temporal Quantization for Querying in Large Trajectory Repositories. - Shuang Wang 005; Hakan Ferhatosmanoglu (Proc. VLDB Endow., 2020)

Collective shortest paths for minimizing congestion on temporal load-aware road networks. - Chris Conlan; Teddy Cunningham; Gunduz Vehbi Demirci; Hakan Ferhatosmanoglu (IWCTS@SIGSPATIAL, 2021)

Partitioning sparse deep neural networks for scalable training and inference. - Gunduz Vehbi Demirci; Hakan Ferhatosmanoglu (ICS, 2021)

Privacy-Preserving Synthetic Location Data in the Real World. - Teddy Cunningham; Graham Cormode; Hakan Ferhatosmanoglu (SSTD, 2021)

Real-World Trajectory Sharing with Local Differential Privacy. - Teddy Cunningham; Graham Cormode; Hakan Ferhatosmanoglu; Divesh Srivastava (Proc. VLDB Endow., 2021)

Fair Task Allocation in Crowdsourced Delivery. - Fuat Basik; Bugra Gedik; Hakan Ferhatosmanoglu; Kun-Lung Wu (IEEE Trans. Serv. Comput., 2021)

RAGUEL: Recourse-Aware Group Unfairness Elimination. - Aparajita Haldar; Teddy Cunningham; Hakan Ferhatosmanoglu (CIKM, 2022)

Temporal Cascade Model for Analyzing Spread in Evolving Networks with Disease Monitoring Applications. - Aparajita Haldar; Shuang Wang 005; Gunduz Vehbi Demirci; Joe Oakley 001; Hakan Ferhatosmanoglu (CoRR, 2022)

GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy. - Teddy Cunningham; Konstantin Klemmer; Hongkai Wen 001; Hakan Ferhatosmanoglu (CoRR, 2022)

Scalable Graph Convolutional Network Training on Distributed-Memory Systems. - Gunduz Vehbi Demirci; Aparajita Haldar; Hakan Ferhatosmanoglu (Proc. VLDB Endow., 2022)

Scaling High-Quality Pairwise Link-Based Similarity Retrieval on Billion-Edge Graphs. - Weiren Yu; Julie A. McCann; Chengyuan Zhang 001; Hakan Ferhatosmanoglu (ACM Trans. Inf. Syst., 2022)

RoleSim*: Scaling axiomatic role-based similarity ranking on large graphs. - Weiren Yu; Sima Iranmanesh; Aparajita Haldar; Maoyin Zhang; Hakan Ferhatosmanoglu (World Wide Web, 2022)

Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message Propagation. - Shuang Wang 005; Bahaeddin Eravci; Rustam Guliyev; Hakan Ferhatosmanoglu (CIKM, 2023)

Unsupervised Multi-Modal Representation Learning for High Quality Retrieval of Similar Products at E-commerce Scale. - Kushal Kumar; Tarik Arici; Tal Neiman; Jinyu Yang; Shioulin Sam; Yi Xu 011; Hakan Ferhatosmanoglu; Ismail B. Tutar (CIKM, 2023)

Real-Time Spatio-Temporal Forecasting with Dynamic Urban Event and Vehicle-Level Flow Information. - Chris Conlan; Joe Oakley 001; Gunduz Vehbi Demirci; Alexandros Sfyridis; Hakan Ferhatosmanoglu (EDBT/ICDT Workshops, 2023)

Dynamic Spatio-temporal Access Queries using Semi-Supervised Regression. - Chris Conlan; Teddy Cunningham; Hakan Ferhatosmanoglu (ICDEW, 2023)

Temporal Cascade Model for Analyzing Spread in Evolving Networks. - Aparajita Haldar; Shuang Wang 005; Gunduz Vehbi Demirci; Joe Oakley 001; Hakan Ferhatosmanoglu (ACM Trans. Spatial Algorithms Syst., 2023)

FSD-Inference: Fully Serverless Distributed Inference with Scalable Cloud Communication. - Joe Oakley 001; Hakan Ferhatosmanoglu (ICDE, 2024)

D3-GNN: Dynamic Distributed Dataflow for Streaming Graph Neural Networks. - Rustam Guliyev; Aparajita Haldar; Hakan Ferhatosmanoglu (Proc. VLDB Endow., 2024)

Foresight plus: serverless spatio-temporal traffic forecasting. - Joe Oakley 001; Chris Conlan; Gunduz Vehbi Demirci; Alexandros Sfyridis; Hakan Ferhatosmanoglu (GeoInformatica, 2024)

SQUASH: Serverless and Distributed Quantization-based Attributed Vector Similarity Search. - Joe Oakley 001; Hakan Ferhatosmanoglu (CoRR, 2025)