diff --git a/app/Locale/da_DK/translations.php b/app/Locale/da_DK/translations.php
index ef4a8f7e7..75f27a7c6 100644
--- a/app/Locale/da_DK/translations.php
+++ b/app/Locale/da_DK/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/de_DE/translations.php b/app/Locale/de_DE/translations.php
index b5a7bcf73..cb05e2f71 100644
--- a/app/Locale/de_DE/translations.php
+++ b/app/Locale/de_DE/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/es_ES/translations.php b/app/Locale/es_ES/translations.php
index 91a1df15e..3981f12d6 100644
--- a/app/Locale/es_ES/translations.php
+++ b/app/Locale/es_ES/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/fi_FI/translations.php b/app/Locale/fi_FI/translations.php
index f0a28cdb1..06b219531 100644
--- a/app/Locale/fi_FI/translations.php
+++ b/app/Locale/fi_FI/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/fr_FR/translations.php b/app/Locale/fr_FR/translations.php
index 16ef82720..d04005c35 100644
--- a/app/Locale/fr_FR/translations.php
+++ b/app/Locale/fr_FR/translations.php
@@ -278,7 +278,7 @@ return array(
     'Remember Me' => 'Connexion automatique',
     'Creation date' => 'Date de création',
     'Filter by user' => 'Filtrer par utilisateur',
-    'Filter by due date' => 'Filtrer par date d\'échéance',
+    'Filter by due date' => 'Avec une date d\'échéance',
     'Everybody' => 'Tout le monde',
     'Open' => 'Ouvert',
     'Closed' => 'Fermé',
@@ -733,6 +733,7 @@ return array(
     'Keyboard shortcuts' => 'Raccourcis clavier',
     'Open board switcher' => 'Ouvrir le sélecteur de tableau',
     'Application' => 'Application',
-    'Filter recently updated' => 'Filtrer récents',
+    'Filter recently updated' => 'Récemment modifié',
     'since %B %e, %Y at %k:%M %p' => 'depuis le %d/%m/%Y à %H:%M',
+    'More filters' => 'Plus de filtres',
 );
diff --git a/app/Locale/hu_HU/translations.php b/app/Locale/hu_HU/translations.php
index e08154fb4..1780505f6 100644
--- a/app/Locale/hu_HU/translations.php
+++ b/app/Locale/hu_HU/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/it_IT/translations.php b/app/Locale/it_IT/translations.php
index 34b65c9d6..525c828bc 100644
--- a/app/Locale/it_IT/translations.php
+++ b/app/Locale/it_IT/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/ja_JP/translations.php b/app/Locale/ja_JP/translations.php
index 532c56053..90af6a027 100644
--- a/app/Locale/ja_JP/translations.php
+++ b/app/Locale/ja_JP/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/pl_PL/translations.php b/app/Locale/pl_PL/translations.php
index 38b83e043..c6becf4c2 100644
--- a/app/Locale/pl_PL/translations.php
+++ b/app/Locale/pl_PL/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/pt_BR/translations.php b/app/Locale/pt_BR/translations.php
index 38ea9c42c..5e579c4ea 100644
--- a/app/Locale/pt_BR/translations.php
+++ b/app/Locale/pt_BR/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/ru_RU/translations.php b/app/Locale/ru_RU/translations.php
index 0b020cc1f..02a66b565 100644
--- a/app/Locale/ru_RU/translations.php
+++ b/app/Locale/ru_RU/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/sv_SE/translations.php b/app/Locale/sv_SE/translations.php
index 29ddf9cce..2fcc3ce5d 100644
--- a/app/Locale/sv_SE/translations.php
+++ b/app/Locale/sv_SE/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/th_TH/translations.php b/app/Locale/th_TH/translations.php
index 1a8d81911..1945f0436 100644
--- a/app/Locale/th_TH/translations.php
+++ b/app/Locale/th_TH/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Locale/zh_CN/translations.php b/app/Locale/zh_CN/translations.php
index 63f2b05f0..cd1e2ebe5 100644
--- a/app/Locale/zh_CN/translations.php
+++ b/app/Locale/zh_CN/translations.php
@@ -733,4 +733,5 @@ return array(
     // 'Application' => '',
     // 'Filter recently updated' => '',
     // 'since %B %e, %Y at %k:%M %p' => '',
+    // 'More filters' => '',
 );
diff --git a/app/Template/board/filters.php b/app/Template/board/filters.php
index fee8176c3..31d647f6e 100644
--- a/app/Template/board/filters.php
+++ b/app/Template/board/filters.php
@@ -49,16 +49,17 @@
             </ul>
         </li>
         <li>
-            <?= $this->formSelect('user_id', $users, array(), array(), array('data-placeholder="'.t('Filter by user').'"')) ?>
+            <?= $this->formSelect('user_id', $users, array(), array(), array('data-placeholder="'.t('Filter by user').'"'), 'apply-filters chosen-select') ?>
         </li>
         <li>
-            <?= $this->formSelect('category_id', $categories, array(), array(), array('data-placeholder="'.t('Filter by category').'"')) ?>
+            <?= $this->formSelect('category_id', $categories, array(), array(), array('data-placeholder="'.t('Filter by category').'"'), 'apply-filters chosen-select') ?>
         </li>
         <li>
-            <a href="#" id="filter-due-date"><?= t('Filter by due date') ?></a>
-        </li>
-        <li>
-            <a href="#" id="filter-recent"><?= t('Filter recently updated') ?></a>
+            <select id="more-filters" multiple data-placeholder="<?= t('More filters') ?>" class="apply-filters chosen-select">
+                <option value=""></option>
+                <option value="filter-due-date"><?= t('Filter by due date') ?></option>
+                <option value="filter-recent"><?= t('Filter recently updated') ?></option>
+            </select>
         </li>
     </ul>
 </div>
\ No newline at end of file
diff --git a/assets/js/app.js b/assets/js/app.js
index 8067e16c3..1a743b64a 100644
--- a/assets/js/app.js
+++ b/assets/js/app.js
@@ -145,14 +145,14 @@ $(this).attr("title")+"</div>"}});$.datepicker.setDefaults($.datepicker.regional
 $(".dropdown").not(".dropit").dropit()}}}();
 Kanboard.Board=function(){function a(a){a.preventDefault();a.stopPropagation();Kanboard.Popover(a,Kanboard.InitAfterAjax)}function c(){Mousetrap.bind("n",function(){Kanboard.OpenPopover($("#board").data("task-creation-url"),Kanboard.InitAfterAjax)});Mousetrap.bind("s",function(){"expanded"===(Kanboard.GetStorageItem(d())||"expanded")?(e(),Kanboard.SetStorageItem(d(),"collapsed")):(f(),Kanboard.SetStorageItem(d(),"expanded"))})}function b(){$(".filter-expand-link").click(function(a){a.preventDefault();f();
 Kanboard.SetStorageItem(d(),"expanded")});$(".filter-collapse-link").click(function(a){a.preventDefault();e();Kanboard.SetStorageItem(d(),"collapsed")});g()}function d(){return"board_stacking_"+$("#board").data("project-id")}function e(){$(".filter-collapse").hide();$(".task-board-collapsed").show();$(".filter-expand").show();$(".task-board-expanded").hide()}function f(){$(".filter-collapse").show();$(".task-board-collapsed").hide();$(".filter-expand").hide();$(".task-board-expanded").show()}function g(){"expanded"===
-(Kanboard.GetStorageItem(d())||"expanded")?f():e()}function k(){$(".column").sortable({delay:300,distance:5,connectWith:".column",placeholder:"draggable-placeholder",stop:function(a,b){n(b.item.attr("data-task-id"),b.item.parent().attr("data-column-id"),b.item.index()+1,b.item.parent().attr("data-swimlane-id"))}});$("#board").on("click",".task-board-popover",a);$("#board").on("click",".task-board",function(){window.location=$(this).data("task-url")});$(".task-board-tooltip").tooltip({track:!1,position:{my:"left-20 top",
+(Kanboard.GetStorageItem(d())||"expanded")?f():e()}function h(){$(".column").sortable({delay:300,distance:5,connectWith:".column",placeholder:"draggable-placeholder",stop:function(a,b){n(b.item.attr("data-task-id"),b.item.parent().attr("data-column-id"),b.item.index()+1,b.item.parent().attr("data-swimlane-id"))}});$("#board").on("click",".task-board-popover",a);$("#board").on("click",".task-board",function(){window.location=$(this).data("task-url")});$(".task-board-tooltip").tooltip({track:!1,position:{my:"left-20 top",
 at:"center bottom+9",using:function(a,b){$(this).css(a);var c=b.target.left+b.target.width/2-b.element.left-20;$("<div>").addClass("tooltip-arrow").addClass(b.vertical).addClass(0==c?"align-left":"align-right").appendTo(this)}},content:function(a){if(a=$(this).attr("data-href")){var b=this;$.get(a,function p(a){$(".ui-tooltip-content:visible").html(a);a=$(".ui-tooltip:visible");a.css({top:"",left:""});a.children(".tooltip-arrow").remove();var c=$(b).tooltip("option","position");c.of=$(b);a.position(c);
 $("#tooltip-subtasks a").click(function(a){a.preventDefault();a.stopPropagation();$(this).hasClass("popover-subtask-restriction")?(Kanboard.OpenPopover($(this).attr("href")),$(b).tooltip("close")):$.get($(this).attr("href"),p)})});return'<i class="fa fa-refresh fa-spin fa-2x"></i>'}}}).on("mouseenter",function(){var a=this;$(this).tooltip("open");$(".ui-tooltip").on("mouseleave",function(){$(a).tooltip("close")})}).on("mouseleave focusout",function(a){a.stopImmediatePropagation();var b=this;setTimeout(function(){$(".ui-tooltip:hover").length||
-$(b).tooltip("close")},100)});var b=parseInt($("#board").attr("data-check-interval"));0<b&&(l=window.setInterval(m,1E3*b))}function n(a,b,c,d){clearInterval(l);$.ajax({cache:!1,url:$("#board").attr("data-save-url"),contentType:"application/json",type:"POST",processData:!1,data:JSON.stringify({task_id:a,column_id:b,swimlane_id:d,position:c}),success:function(a){$("#board").remove();$("#main").append(a);Kanboard.InitAfterAjax();k();h();g()}})}function m(){Kanboard.IsVisible()&&$.ajax({cache:!1,url:$("#board").attr("data-check-url"),
-statusCode:{200:function(a){$("#board").remove();$("#main").append(a);Kanboard.InitAfterAjax();clearInterval(l);k();h();g()}}})}function h(){var a=$("#form-user_id").val(),b=$("#form-category_id").val(),c=$("#filter-due-date").hasClass("filter-on"),d=$("#filter-recent").hasClass("filter-on"),e=$("#board").data("project-id");$("[data-task-id]").each(function(e,g){var f=g.getAttribute("data-owner-id"),k=g.getAttribute("data-due-date"),h=g.getAttribute("data-category-id"),m=g.matches(".task-board-recent");
-g.style.display=f!=a&&-1!=a?"none":"block";!c||""!=k&&"0"!=k||(g.style.display="none");h!=b&&-1!=b&&(g.style.display="none");d&&!m&&(g.style.display="none")});Kanboard.SetStorageItem("board_filter_"+e+"_form-user_id",a);Kanboard.SetStorageItem("board_filter_"+e+"_form-category_id",b);Kanboard.SetStorageItem("board_filter_"+e+"_filter-due-date",~~c);Kanboard.SetStorageItem("board_filter_"+e+"_filter-recent",~~d)}function q(){var a=$("#board").data("project-id");$("#form-user_id").chosen({width:"180px"});
-$("#form-user_id").change(function(a){h()});$("#form-category_id").chosen({width:"200px"});$("#form-category_id").change(function(a){h()});$("#filter-due-date").click(function(a){$(this).toggleClass("filter-on");h();a.preventDefault()});$("#filter-recent").click(function(a){$(this).toggleClass("filter-on");h();a.preventDefault()});$("#form-user_id").val(Kanboard.GetStorageItem("board_filter_"+a+"_form-user_id")||-1);$("#form-user_id").trigger("chosen:updated");$("#form-category_id").val(Kanboard.GetStorageItem("board_filter_"+
-a+"_form-category_id")||-1);$("#form-category_id").trigger("chosen:updated");+Kanboard.GetStorageItem("board_filter_"+a+"_filter-due-date")?$("#filter-due-date").addClass("filter-on"):$("#filter-due-date").removeClass("filter-on");+Kanboard.GetStorageItem("board_filter_"+a+"_filter-recent")?$("#filter-recent").addClass("filter-on"):$("#filter-recent").removeClass("filter-on");h()}var l=null;jQuery(document).ready(function(){Kanboard.Exists("board")&&(k(),q(),b(),c())})}();
+$(b).tooltip("close")},100)});var b=parseInt($("#board").attr("data-check-interval"));0<b&&(l=window.setInterval(m,1E3*b))}function n(a,b,c,d){clearInterval(l);$.ajax({cache:!1,url:$("#board").attr("data-save-url"),contentType:"application/json",type:"POST",processData:!1,data:JSON.stringify({task_id:a,column_id:b,swimlane_id:d,position:c}),success:function(a){$("#board").remove();$("#main").append(a);Kanboard.InitAfterAjax();h();k();g()}})}function m(){Kanboard.IsVisible()&&$.ajax({cache:!1,url:$("#board").attr("data-check-url"),
+statusCode:{200:function(a){$("#board").remove();$("#main").append(a);Kanboard.InitAfterAjax();clearInterval(l);h();k();g()}}})}function k(){var a=$("#form-user_id").val(),b=$("#form-category_id").val(),c=$("#more-filters option[value=filter-due-date]").is(":selected"),d=$("#more-filters option[value=filter-recent]").is(":selected"),e=$("#board").data("project-id");$("[data-task-id]").each(function(e,g){var f=g.getAttribute("data-owner-id"),h=g.getAttribute("data-due-date"),m=g.getAttribute("data-category-id"),
+k=g.matches(".task-board-recent");g.style.display=f!=a&&-1!=a?"none":"block";!c||""!=h&&"0"!=h||(g.style.display="none");m!=b&&-1!=b&&(g.style.display="none");d&&!k&&(g.style.display="none")});Kanboard.SetStorageItem("board_filter_"+e+"_form-user_id",a);Kanboard.SetStorageItem("board_filter_"+e+"_form-category_id",b);Kanboard.SetStorageItem("board_filter_"+e+"_filter-due-date",~~c);Kanboard.SetStorageItem("board_filter_"+e+"_filter-recent",~~d)}function q(){var a=$("#board").data("project-id");$("#form-user_id").chosen({width:"180px"});
+$("#form-category_id").chosen({width:"200px"});$("#more-filters").chosen({width:"30%"});$(".apply-filters").change(function(a){k()});$("#form-user_id").val(Kanboard.GetStorageItem("board_filter_"+a+"_form-user_id")||-1);$("#form-user_id").trigger("chosen:updated");$("#form-category_id").val(Kanboard.GetStorageItem("board_filter_"+a+"_form-category_id")||-1);$("#form-category_id").trigger("chosen:updated");+Kanboard.GetStorageItem("board_filter_"+a+"_filter-due-date")&&$("#more-filters option[value=filter-due-date]").attr("selected",
+!0);+Kanboard.GetStorageItem("board_filter_"+a+"_filter-recent")&&$("#more-filters option[value=filter-recent]").attr("selected",!0);$("#more-filters").trigger("chosen:updated");k()}var l=null;jQuery(document).ready(function(){Kanboard.Exists("board")&&(h(),q(),b(),c())})}();
 Kanboard.Calendar=function(){function a(a){$.ajax({cache:!1,url:$("#calendar").data("save-url"),contentType:"application/json",type:"POST",processData:!1,data:JSON.stringify({task_id:a.id,date_due:a.start.format()})})}function c(){var a=$("#user-calendar"),b=a.data("check-url"),c={start:a.fullCalendar("getView").start.format(),end:a.fullCalendar("getView").end.format(),user_id:a.data("user-id")},d;for(d in c)b+="&"+d+"="+c[d];$.getJSON(b,function(b){a.fullCalendar("removeEvents");a.fullCalendar("addEventSource",
 b);a.fullCalendar("rerenderEvents")})}function b(a){var b=$("#calendar"),c=b.data("check-url"),d={start:b.fullCalendar("getView").start.format(),end:b.fullCalendar("getView").end.format()};jQuery.extend(d,a);for(var e in d)c+="&"+e+"="+d[e];$.getJSON(c,function(a){b.fullCalendar("removeEvents");b.fullCalendar("addEventSource",a);b.fullCalendar("rerenderEvents")})}function d(){var a=Kanboard.GetStorageItem(f);if(""!==a){var a=JSON.parse(a),c;for(c in a)$("select[name="+c+"]").val(a[c])}b(a||{});$(".calendar-filter").change(e)}
 function e(){var a={};$(".calendar-filter").each(function(){a[$(this).attr("name")]=$(this).val()});Kanboard.SetStorageItem(f,JSON.stringify(a));b(a)}var f="";jQuery(document).ready(function(){Kanboard.Exists("calendar")?(f="calendar_filters_"+$("#calendar").data("project-id"),$("#calendar").fullCalendar({lang:$("body").data("js-lang"),editable:!0,eventLimit:!0,defaultView:"month",header:{left:"prev,next today",center:"title",right:"month,agendaWeek,agendaDay"},viewRender:d,eventDrop:a}),d()):Kanboard.Exists("user-calendar")&&
diff --git a/assets/js/src/board.js b/assets/js/src/board.js
index cd1e03613..cd83fea31 100644
--- a/assets/js/src/board.js
+++ b/assets/js/src/board.js
@@ -272,8 +272,8 @@ Kanboard.Board = (function() {
     {
         var selectedUserId = $("#form-user_id").val();
         var selectedCategoryId = $("#form-category_id").val();
-        var filterDueDate = $("#filter-due-date").hasClass("filter-on");
-        var filterRecent = $("#filter-recent").hasClass("filter-on");
+        var filterDueDate = $("#more-filters option[value=filter-due-date]").is(":selected")
+        var filterRecent = $("#more-filters option[value=filter-recent]").is(":selected")
 	    var projectId = $('#board').data('project-id');
 
         $("[data-task-id]").each(function(index, item) {
@@ -319,28 +319,16 @@ Kanboard.Board = (function() {
             width: "180px"
         });
 
-        $("#form-user_id").change(function(e) {
-            filter_apply();
-        });
-
         $("#form-category_id").chosen({
             width: "200px"
         });
 
-        $("#form-category_id").change(function(e) {
-            filter_apply();
+        $("#more-filters").chosen({
+            width: "30%"
         });
 
-        $("#filter-due-date").click(function(e) {
-            $(this).toggleClass("filter-on");
+        $(".apply-filters").change(function(e) {
             filter_apply();
-            e.preventDefault();
-        });
-
-        $("#filter-recent").click(function(e) {
-            $(this).toggleClass("filter-on");
-            filter_apply();
-            e.preventDefault();
         });
 
         // Get and set filters from localStorage
@@ -351,17 +339,15 @@ Kanboard.Board = (function() {
         $("#form-category_id").trigger("chosen:updated");
 
         if (+Kanboard.GetStorageItem("board_filter_" + projectId + "_filter-due-date")) {
-            $("#filter-due-date").addClass("filter-on");
-        } else {
-            $("#filter-due-date").removeClass("filter-on");
+            $("#more-filters option[value=filter-due-date]").attr("selected", true);
         }
 
         if (+Kanboard.GetStorageItem("board_filter_" + projectId + "_filter-recent")) {
-            $("#filter-recent").addClass("filter-on");
-        } else {
-            $("#filter-recent").removeClass("filter-on");
+            $("#more-filters option[value=filter-recent]").attr("selected", true);
         }
 
+        $("#more-filters").trigger("chosen:updated");
+
     	filter_apply();
     }