PUBLICATIONS

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2024

Effectiveness of Pre-Trained CNN Networks for Detecting Abnormal Activities in Online Exams. IEEE Access. (2023).


An Effective Selection of Memory Technologies for TCAM to Improve the Search Operations: Demonstration of Memory Efficiency in SDN Recovery. Electronics 13 (4), 707


Next Generation Infectious Diseases Monitoring Gages via Incremental Federated Learning: Current Trends and Future Possibilities. Computational Intelligence and Neuroscience 2023 (2023). 


Attentional bias for hands: Cascade dual-decoder transformer for sign language production. IET Computer Vision 


Method and apparatus for checking of mental health using contents US Patent App. 18/244,044


Method and system for verification of end-to-end data integrity during big data transfer US Patent App. 18/476,157


Electronic device for improving inference performance of pre-trained language model, method thereof and recording medium  US Patent App. 18/476,598


Electronic device for providing real-time emotional feedback to user's writing, method thereof and classification sever for analyzing real-time emotional feedback US Patent App. 18/476,715


Immersive Emotion Analysis in VR Environments: A Sensor-Based Approach to Prevent Distortion Electronics 13 (8), 1494


Multi-Channel Spatio-Temporal Transformer for Sign Language Production LREC-COLING 2024


Method and apparatus for providing a comment interface to encourage writing high-quality comments US Patent App. 18/363,622


An Efficient Privacy and Anonymity Setup on Hyperledger Fabric for Blockchain-enabled IoT Devices Preprints


Lightlore: An Adaptation Framework for Design and Development of xAPI-Based Adaptive Context-Aware Learning Environments  Electronics 13 (13), 2498


An Efficient Privacy and Anonymity Setup on Hyperledger Fabric for Blockchain-Enabled Internet of Things (IoT) Devices Electronics 13 (13), 2652


2023

ParSCL: A Parallel and Distributed Framework to Process All Nearest Neighbor Queries on a Road Network. IEEE Access. (2023).


CRBF: Cross-Referencing Bloom-Filter-Based Data Integrity Verification Framework for Object-Based Big Data Transfer Systems. Appl. Sci. (2023)


Next Generation Infectious Diseases Monitoring Gages via Incremental Federated Learning: Current Trends and Future Possibilities. Computational Intelligence and Neuroscience 2023 (2023). 


Crash Recovery Techniques for Flash Storage Devices Leveraging Flash Translation Layer: A Review. Electronics 12 (6), 1422 


Method and system for preventing transfer error of big data. US Patent App. 18/061,086 


Method and apparatus for providing location-based service in dynamic road network. US Patent App. 18/061,112


CRBF: Cross-Referencing Bloom-Filter-Based Data Integrity Verification Framework for Object-Based Big Data Transfer Systems.  Applied Sciences 13 (13), 7830


ParSCL: A Parallel and Distributed Framework to Process All Nearest Neighbor Queries on a Road Network. IEEE Access


Neural Machine Translation with an Awareness of Semantic Similarity. Pacific Rim International Conference on Artificial Intelligence, 223-235


Unsupervised Contrastive Learning of Sentence Embeddings Through Optimized Sample Construction and Knowledge Distillation. Pacific Rim International Conference on Artificial Intelligence, 375-381 


2022

A novel text mining approach for mental health prediction using Bi-LSTM and BERT model. Computational Intelligence and Neuroscience 2022 (2022). 


TPBF: Two-Phase Bloom-Filter-Based End-to-End Data Integrity Verification Framework for Object-Based Big Data Transfer Systems. Mathematics 10.9 (2022): 1591. 


Accelerating ml/dl applications with hierarchical caching on deduplication storage clusters. IEEE Transactions on Big Data 8.6 (2021): 1622-1636. 


RSLSP: An Effective Recovery Scheme for Flash Memory Leveraging Shadow Paging. Electronics 11.24 (2022): 4126. 


Pcee-bert: Accelerating bert inference via patient and confident early exiting. Findings of the Association for Computational Linguistics: NAACL 2022.


Purification and Multi Temporal Semantic Network for Continuous Sign Language Recognition 2022 5th International Conference on Pattern Recognition and Artificial Intelligence (PRAI) 



2021

Efficient Processing of All Nearest Neighbor Queries in Dynamic Road Networks. Mathematics 2021, 9 (10), 1137; https://doi.org/10.3390/math9101137




 

2020


Deep Edu: A Deep Neural Collaborative Filtering for Educational Services Recommendation. IEEE Access 8: 110915-110928 (2020)


A Reliable Sensor Network Infrastructure for Electric Vehicles to Enable Dynamic Wireless Charging Based on Machine Learning Technique. IEEE Access 8: 187933-187947 (2020)


Referring expression comprehension model with matching detection and linguistic feedback. IET Comput. Vis. 14(8): 625-633 (2020)


A Multi-Task Framework for Facial Attributes Classification through End-to-End Face Parsing and Deep Convolutional Neural Networks. Sensors 20(2): 328 (2020)


Managing Massive Amounts of Small Files in All-Flash Storage. COMPSAC 2020: 386-393


A Compatible ECG Diagnosis Cloud Computing Framework and Prototype Application. ICCAI 2020: 135-139


2019



ExTENDS: Efficient Data Placement and Management for Next Generation PCM-Based Storage Systems. IEEE Access 7: 148718-148730 (2019)


An Adaptive Control Algorithm for Stable Training of Generative Adversarial Networks. IEEE Access 7: 184103-184114 (2019)


RFTL: improving performance of selective caching-based page-level FTL through replication. Clust. Comput. 22(1): 25-41 (2019)


A survey of adaptive context-aware learning environments. J. Ambient Intell. Smart Environ. 11(5): 403-428 (2019)


Hierarchical Request-Size-Aware Flash Translation Layer Based on Page-Level Mapping. J. Circuits Syst. Comput. 28(7): 1950117:1-1950117:22 (2019)


HyFAT: Affordable Hybrid Fast Address Translating Device Driver for Multichannel-Based Flash Devices. IEEE Trans. Consumer Electron. 65(2): 142-149 (2019)


Erratum to "Efficient Processing of Moving Top-k Spatial Keyword Queries in Directed and Dynamic Road Networks". Wirel. Commun. Mob. Comput. 2019: 6831382:1 (2019)


EPPADS: An Enhanced Phase-Based Performance-Aware Dynamic Scheduler for High Job Execution Performance in Large Scale Clusters. DASFAA (1) 2019: 140-156


DSMM: A Dynamic Setting for Memory Management in Apache Spark. ISPASS 2019: 143-144

2018


Improving performance of selective caching-based page-level FTL through replication, Journal of Networks, Software Tools and Applications  (Cluster Computing) July 2018



Selective-Delay Garbage Collection Mechanism for Read Operations in Multichannel Flash-Based Storage Devices. IEEE Trans. Consumer Electron. 64(1): 118-126 (2018)


Efficient Processing of Moving Top-k Spatial Keyword Queries in Directed and Dynamic Road Networks. Wirel. Commun. Mob. Comput. 2018: 7373286:1-7373286:19 (2018)


EDDAPS: An Efficient Data Distribution Approach for PCM-Based SSD. CLUSTER 2018: 158-159


PADS: Performance-Aware Dynamic Scheduling for Effective MapReduce Computation in Heterogeneous Clusters. CLUSTER 2018: 160-161


Incremental top-k keyword queries in directed road networks. ICMU 2018: 1-2


Improving Generative Adversarial Networks with Adaptive Control Learning. VCIP 2018: 1-4

2017



A Safe-Region Approach to a Moving k-RNN Queries in a Directed Road Network. J. Circuits Syst. Comput. 26(5): 1750071:1-1750071:18 (2017)


BAS: The Biphase Authentication Scheme for Wireless Sensor Networks. Secur. Commun. Networks 2017: 7041381:1-7041381:10 (2017)


Dynamic Allocation Mechanism to Reduce Read Latency in Collaboration With a Device Queue in Multichannel Solid-State Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(4): 600-613 (2017)


A Study on Traffic Signal Waiting Model Using Queuing Theory. CSA/CUTE 2017: 1391-1396


eSPAK: Top-K Spatial Keyword Query Processing in Directed Road Networks. EDBT/ICDT Workshops 2017

2016



Top-k Spatial Preference Queries in Directed Road Networks. ISPRS Int. J. Geo Inf. 5(10): 170 (2016)


Efficient Processing of Continuous Reverse k Nearest Neighbor on Moving Objects in Road Networks. ISPRS Int. J. Geo Inf. 5(12): 247 (2016)


Time Optimization Modeling for Big Data Placement and Analysis for Geo-Distributed Data Centers. CLUSTER 2016: 140-141


Minimizing CMT Miss Penalty in Selective Page-Level Address Mapping Table. CLUSTER 2016: 152-153


Dependability Analysis of Digital Library Cloud Services with Load Sharing. CSA/CUTE 2016: 861-866


Document Classification Using Word2Vec and Chi-square on Apache Spark. CSA/CUTE 2016: 867-872


Request-Size Aware Flash Translation Layer Based on Page-Level Mapping. CSE/EUC/DCABES 2016: 68-71

2015


Application-aware deduplication for performance improvement of flash memory. Des. Autom. Embed. Syst. 19(1-2): 161-188 (2015)


A privacy-aware monitoring algorithm for moving k-nearest neighbor queries in road networks. Distributed Parallel Databases 33(3): 319-352 (2015)


A safe exit approach for continuous monitoring of reverse k-nearest neighbors in road networks. Int. Arab J. Inf. Technol. 12(6): 540-549 (2015)


A Pruning Algorithm for Reverse Nearest Neighbors in Directed Road Networks. Int. J. Networked Distributed Comput. 3(4): 261-272 (2015)


Moving range k nearest neighbor queries with quality guarantee over uncertain moving objects. Inf. Sci. 325: 324-341 (2015)


Efficient FTL-Aware Data Categorization and Identification Scheme for Flash Memory. J. Circuits Syst. Comput. 24(8): 1550113:1-1550113:22 (2015)


An Efficient Flash Translation Layer for Large Block NAND Flash Devices. J. Circuits Syst. Comput. 24(9): 1550138:1-1550138:22 (2015)


LS-LRU: A Lazy-Split LRU Buffer Replacement Policy for Flash-Based B+-tree Index. J. Inf. Sci. Eng. 31(3): 1113-1132 (2015)


ALPS: an efficient algorithm for top-k spatial preference search in road networks. Knowl. Inf. Syst. 42(3): 599-631 (2015)


A collaborative approach to moving k-nearest neighbor queries in directed and dynamic road networks. Pervasive Mob. Comput. 17: 139-156 (2015)


A graph model based author attribution technique for single-class e-mail classification. ICIS 2015: 191-196


A pruning algorithm for reverse nearest neighbors in directed road networks. ICIS 2015: 279-284


Dual RAID technique for ensuring high reliability and performance in SSD. ICIS 2015: 399-404

2014


Fast responsive flash translation layer for smart devices. IEEE Trans. Consumer Electron. 60(1): 52-59 (2014)


An encryption approach to secure modification and deletion for flash-based storage. IEEE Trans. Consumer Electron. 60(4): 662-667 (2014)


A Safe-Region Approach to k-RNN Queries in Directed Road Network. CSE 2014: 818-824


A new approach to process top-k spatial preference queries in a directed road network. MobiGIS 2014: 34-42


Efficient Method for Processing Consecutive Events over Streams with a Negation Link. ICITCS 2014: 1-4


PLGC: Partial Linked GC for Datacenter. ICITCS 2014: 1-3


A group round robin based b-tree index storage scheme for flash memory devices. ICUIMC 2014: 29:1-29:6

2010 - 2013


Loop transformations for flash memory: cost models and performance effects. Des. Autom. Embed. Syst. 17(3-4): 627-667 (2013)


A safe exit algorithm for continuous nearest neighbor monitoring in road networks. Mob. Inf. Syst. 9(1): 37-53 (2013)


Three-state log-aware buffer management scheme for flash-based consumer electronics. IEEE Trans. Consumer Electron. 59(4): 795-802 (2013)


Hot-LSNs distributing wear-leveling algorithm for flash memory. ACM Trans. Embed. Comput. Syst. 12(1s): 62:1-62:28 (2013)


Random data-aware flash translation layer for NAND flash-based smart devices. J. Supercomput. 66(1): 81-93 (2013)


Hybrid Associative Flash Translation Layer for the Performance Optimization of Chip-Level Parallel Flash Memory. ACM Trans. Storage 9(4): 13:1-13:24 (2013)


Cost Model Based Analyses on Performance Effects of Loop Transformations in Block Associative Sector Translation. HPCC/EUC 2013: 1998-2005


A Group Based In-Block Logging for Flash Based Systems. ICITCS 2013: 1-3


2012

Probability-based static wear-leveling algorithm for block and hybrid-mapping NAND flash memory. Des. Autom. Embed. Syst. 16(4): 241-264 (2012)


Performance Evaluation of Indices-Based Query Optimization from Flash-Based Data Centric Sensor Devices in Wireless Sensor Networks. Int. J. Distributed Sens. Networks 8 (2012)


A distributed approach to continuous monitoring of constrained k-nearest neighbor queries in road networks. Mob. Inf. Syst. 8(2): 107-126 (2012)


2011

FTL algorithms for NAND-type flash memories. Des. Autom. Embed. Syst. 15(3-4): 191-224 (2011)


AMI: an advanced eEndurance management technique for flash memory storage systems. Int. Arab J. Inf. Technol. 8(1): 39-47 (2011)


Profiling-Based Log Block Replacement Scheme in FTL for Update-Intensive Executions. EUC 2011: 182-188


Distribution log buffer scheme for NAND flash memory. ICUIMC 2011: 13


A reliable storage management framework for flash based embedded and multimedia systems experiencing diverse data nature. ICUIMC 2011: 128


AB-FTL: An alternative block Flash Translation Layer using locality-aware technique. NESEA 2011: 1-8


FlashB-tree: a novel B-tree index scheme for solid state drives. RACS 2011: 50-55


LSTAFF*: an efficient flash translation layer for large block flash memory. SAC 2011: 589-594


2010

JAM: justifiable allocation of memory with efficient mounting and fast crash recovery for NAND flash memory file systems. Int. Arab J. Inf. Technol. 7(4): 395-402 (2010)


PIYAS-Proceeding to Intelligent Service Oriented Memory Allocation for Flash Based Data Centric Sensor Devices in Wireless Sensor Networks. Sensors 10(1): 292-312 (2010)


Node Compression Techniques Based on Cache-Sensitive B+-Tree. ACIS-ICIS 2010: 133-138


Reorganizing Data Blocks in Flash Memory by Program Translation. CIT 2010: 1948-1953

2000 - 2009

2009

A survey of Flash Translation Layer. J. Syst. Archit. 55(5-6): 332-343 (2009)


Performance Improvement for Flash Memories Using Loop Optimization. CSE (2) 2009: 508-513


2008

PORCE: An efficient power off recovery scheme for flash memory. J. Syst. Archit. 54(10): 935-943 (2008)


An efficient and advanced space-management technique for flash memory using reallocation blocks. IEEE Trans. Consumer Electron. 54(2): 631-638 (2008)


2007

STAFF: A flash driver algorithm minimizing block erasures. J. Syst. Archit. 53(12): 889-901 (2007)


A log buffer-based flash translation layer using fully-associative sector translation. ACM Trans. Embed. Comput. Syst. 6(3): 18 (2007)


2006

System Software for Flash Memory: A Survey. EUC 2006: 394-404


Performance Evaluation of a Chip-MultiThreading Server for High Performance Computing Applications. HiPC 2006: 572-582


An Intelligent Garbage Collection Algorithm for Flash Memory Storages. ICCSA (1) 2006: 1019-1027


2005

A Space-Efficient Flash Memory Software for Mobile Devices. ICCSA (4) 2005: 72-78


Metrics, Methodology, and Tool for Performance-Considered Web Service Composition. ISCIS 2005: 392-401


2004

STAFF: State Transition Applied Fast Flash Translation Layer. ARCS 2004: 199-212


LSTAFF: System Software for Large Block Flash Memory. AsiaSim 2004: 704-712


An Approximation Algorithm for a Queuing Model with Bursty Heterogeneous Input Processes. CIS 2004: 252-257


2003

Techniques for the evaluation of XML queries: a survey. Data Knowl. Eng. 46(2): 225-246 (2003)


An efficient stream authentication scheme using tree chaining. Inf. Process. Lett. 86(1): 1-8 (2003)


2002

Extracting indexing information from XML DTDs. Inf. Process. Lett. 81(2): 97-103 (2002)


A two phase optimization technique for XML queries with multiple regular path expressions. J. Syst. Softw. 64(3): 183-193 (2002)


XML query processing using document type definitions. J. Syst. Softw. 64(3): 195-205 (2002)


2001

Extracting Object-Oriented Database Schemas from XML DTDs Using Inheritance. EC-Web 2001: 49-59